Pandas Profiling Report

Dataset statistics

Number of variables	53
Number of observations	412698
Missing cells	11917731
Missing cells (%)	54.5%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	839.5 MiB
Average record size in memory	2.1 KiB

Variable types

CAT	44
NUM	8
UNSUPPORTED	1

Warnings

`saledate` has a high cardinality: 4013 distinct values	High cardinality
`fiModelDesc` has a high cardinality: 5059 distinct values	High cardinality
`fiBaseModel` has a high cardinality: 1961 distinct values	High cardinality
`fiSecondaryDesc` has a high cardinality: 177 distinct values	High cardinality
`fiModelDescriptor` has a high cardinality: 140 distinct values	High cardinality
`fiProductClassDesc` has a high cardinality: 74 distinct values	High cardinality
`state` has a high cardinality: 53 distinct values	High cardinality
`auctioneerID` has 20136 (4.9%) missing values	Missing
`MachineHoursCurrentMeter` has 265194 (64.3%) missing values	Missing
`UsageBand` has 339028 (82.1%) missing values	Missing
`fiSecondaryDesc` has 140727 (34.1%) missing values	Missing
`fiModelSeries` has 354031 (85.8%) missing values	Missing
`fiModelDescriptor` has 337882 (81.9%) missing values	Missing
`ProductSize` has 216605 (52.5%) missing values	Missing
`Drive_System` has 305611 (74.1%) missing values	Missing
`Forks` has 214983 (52.1%) missing values	Missing
`Pad_Type` has 331602 (80.3%) missing values	Missing
`Ride_Control` has 259970 (63.0%) missing values	Missing
`Stick` has 331602 (80.3%) missing values	Missing
`Transmission` has 224691 (54.4%) missing values	Missing
`Turbocharged` has 331602 (80.3%) missing values	Missing
`Blade_Extension` has 386715 (93.7%) missing values	Missing
`Blade_Width` has 386715 (93.7%) missing values	Missing
`Enclosure_Type` has 386715 (93.7%) missing values	Missing
`Engine_Horsepower` has 386715 (93.7%) missing values	Missing
`Hydraulics` has 82565 (20.0%) missing values	Missing
`Pushblock` has 386715 (93.7%) missing values	Missing
`Ripper` has 305753 (74.1%) missing values	Missing
`Scarifier` has 386704 (93.7%) missing values	Missing
`Tip_Control` has 386715 (93.7%) missing values	Missing
`Tire_Size` has 315060 (76.3%) missing values	Missing
`Coupler` has 192019 (46.5%) missing values	Missing
`Coupler_System` has 367724 (89.1%) missing values	Missing
`Grouser_Tracks` has 367823 (89.1%) missing values	Missing
`Hydraulics_Flow` has 367823 (89.1%) missing values	Missing
`Track_Type` has 310505 (75.2%) missing values	Missing
`Undercarriage_Pad_Width` has 309782 (75.1%) missing values	Missing
`Stick_Length` has 310437 (75.2%) missing values	Missing
`Thumb` has 310366 (75.2%) missing values	Missing
`Pattern_Changer` has 310437 (75.2%) missing values	Missing
`Grouser_Type` has 310505 (75.2%) missing values	Missing
`Backhoe_Mounting` has 331986 (80.4%) missing values	Missing
`Blade_Type` has 330823 (80.2%) missing values	Missing
`Travel_Controls` has 330821 (80.2%) missing values	Missing
`Differential_Type` has 341134 (82.7%) missing values	Missing
`Steering_Controls` has 341176 (82.7%) missing values	Missing
`MachineHoursCurrentMeter` is highly skewed (γ1 = 37.17158794)	Skewed
`SalesID` has unique values	Unique
`fiModelSeries` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`MachineHoursCurrentMeter` has 73834 (17.9%) zeros	Zeros

Reproduction

Analysis started	2020-09-26 12:56:24.274126
Analysis finished	2020-09-26 13:03:36.283353
Duration	7 minutes and 12.01 seconds
Software version	pandas-profiling v2.9.0
Download configuration	config.yaml

SalesID
Real number (ℝ_≥0)

UNIQUE

Distinct	412698
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	2011161.164
Minimum	1139246
Maximum	6333349
Zeros	0
Zeros (%)	0.0%
Memory size	3.1 MiB

Quantile statistics

Minimum	1139246
5-th percentile	1210925.85
Q1	1421897.75
median	1645852.5
Q3	2261012.5
95-th percentile	4357166.8
Maximum	6333349
Range	5194103
Interquartile range (IQR)	839114.75

Descriptive statistics

Standard deviation	1080067.724
Coefficient of variation (CV)	0.537036884
Kurtosis	7.413359023
Mean	2011161.164
Median Absolute Deviation (MAD)	274217
Skewness	2.720763462
Sum	8.300021899e+11
Variance	1.16654629e+12
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
6299644	1	< 0.1%
1810393	1	< 0.1%
1617855	1	< 0.1%
1789891	1	< 0.1%
1800132	1	< 0.1%
1802181	1	< 0.1%
1798087	1	< 0.1%
1775560	1	< 0.1%
1773515	1	< 0.1%
1783756	1	< 0.1%
1826769	1	< 0.1%
1808344	1	< 0.1%
1804250	1	< 0.1%
2721690	1	< 0.1%
1816540	1	< 0.1%
1818589	1	< 0.1%
1726432	1	< 0.1%
1280507	1	< 0.1%
1586804	1	< 0.1%
1730534	1	< 0.1%
1712105	1	< 0.1%
2324411	1	< 0.1%
1708011	1	< 0.1%
1714158	1	< 0.1%
1615806	1	< 0.1%
Other values (412673)	412673	> 99.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1139246	1	< 0.1%
1139248	1	< 0.1%
1139249	1	< 0.1%
1139251	1	< 0.1%
1139253	1	< 0.1%
1139255	1	< 0.1%
1139256	1	< 0.1%
1139261	1	< 0.1%
1139272	1	< 0.1%
1139275	1	< 0.1%

Value	Count	Frequency (%)
6333349	1	< 0.1%
6333348	1	< 0.1%
6333347	1	< 0.1%
6333345	1	< 0.1%
6333344	1	< 0.1%
6333343	1	< 0.1%
6333342	1	< 0.1%
6333341	1	< 0.1%
6333339	1	< 0.1%
6333338	1	< 0.1%

SalePrice
Real number (ℝ_≥0)

Distinct	954
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	31215.18141
Minimum	4750
Maximum	142000
Zeros	0
Zeros (%)	0.0%
Memory size	3.1 MiB

Quantile statistics

Minimum	4750
5-th percentile	8500
Q1	14500
median	24000
Q3	40000
95-th percentile	81000
Maximum	142000
Range	137250
Interquartile range (IQR)	25500

Descriptive statistics

Standard deviation	23141.74369
Coefficient of variation (CV)	0.7413618197
Kurtosis	2.158822656
Mean	31215.18141
Median Absolute Deviation (MAD)	11250
Skewness	1.517739638
Sum	1.288244294e+10
Variance	535540301.2
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
25000	7892	1.9%
20000	7678	1.9%
15000	7568	1.8%
26000	7176	1.7%
16000	7147	1.7%
14000	7142	1.7%
17000	6976	1.7%
10000	6916	1.7%
11000	6905	1.7%
13000	6864	1.7%
18000	6804	1.6%
19000	6776	1.6%
24000	6632	1.6%
9000	6625	1.6%
30000	6419	1.6%
21000	6355	1.5%
22000	6292	1.5%
12000	6255	1.5%
23000	6092	1.5%
27000	5862	1.4%
8500	5787	1.4%
35000	5584	1.4%
12500	5580	1.4%
9500	5514	1.3%
10500	5471	1.3%
Other values (929)	248386	60.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
4750	197	< 0.1%
4800	19	< 0.1%
4850	7	< 0.1%
4900	26	< 0.1%
4935	1	< 0.1%
4950	3	< 0.1%
4987	2	< 0.1%
5000	844	0.2%
5100	52	< 0.1%
5150	1	< 0.1%

Value	Count	Frequency (%)
142000	5	< 0.1%
141000	13	< 0.1%
140000	104	< 0.1%
139000	6	< 0.1%
138900	1	< 0.1%
138000	11	< 0.1%
137500	53	< 0.1%
137000	14	< 0.1%
136000	18	< 0.1%
135000	98	< 0.1%

MachineID
Real number (ℝ_≥0)

Distinct	348808
Distinct (%)	84.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	1230061.437
Minimum	0
Maximum	2486330
Zeros	2
Zeros (%)	< 0.1%
Memory size	3.1 MiB

Quantile statistics

Minimum	0
5-th percentile	217982.85
Q1	1088593.25
median	1284397
Q3	1478079.25
95-th percentile	1864816.35
Maximum	2486330
Range	2486330
Interquartile range (IQR)	389486

Descriptive statistics

Standard deviation	453953.2579
Coefficient of variation (CV)	0.3690492559
Kurtosis	0.9091191178
Mean	1230061.437
Median Absolute Deviation (MAD)	194719
Skewness	-0.6345418918
Sum	5.076438948e+11
Variance	2.060735604e+11
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2283592	48	< 0.1%
2285830	44	< 0.1%
1896854	40	< 0.1%
1746392	34	< 0.1%
2268800	31	< 0.1%
2282547	29	< 0.1%
1942724	29	< 0.1%
2208545	27	< 0.1%
2300370	27	< 0.1%
2296335	26	< 0.1%
2293171	26	< 0.1%
2306241	26	< 0.1%
2271034	26	< 0.1%
2296901	24	< 0.1%
1789509	24	< 0.1%
2293080	24	< 0.1%
2277295	24	< 0.1%
2313570	23	< 0.1%
2296315	23	< 0.1%
2014324	22	< 0.1%
2300476	22	< 0.1%
2302498	22	< 0.1%
2273478	22	< 0.1%
2305047	21	< 0.1%
2292856	20	< 0.1%
Other values (348783)	412014	99.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	2	< 0.1%
2	1	< 0.1%
13	1	< 0.1%
17	1	< 0.1%
52	1	< 0.1%
63	1	< 0.1%
66	1	< 0.1%
102	2	< 0.1%
113	1	< 0.1%
116	1	< 0.1%

Value	Count	Frequency (%)
2486330	1	< 0.1%
2486276	1	< 0.1%
2486275	1	< 0.1%
2486274	1	< 0.1%
2486273	1	< 0.1%
2486111	1	< 0.1%
2486110	1	< 0.1%
2485633	1	< 0.1%
2485319	1	< 0.1%
2485252	1	< 0.1%

ModelID
Real number (ℝ_≥0)

Distinct	5281
Distinct (%)	1.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	6947.201828
Minimum	28
Maximum	37198
Zeros	0
Zeros (%)	0.0%
Memory size	3.1 MiB

Quantile statistics

Minimum	28
5-th percentile	590
Q1	3261
median	4605
Q3	8899
95-th percentile	22114
Maximum	37198
Range	37170
Interquartile range (IQR)	5638

Descriptive statistics

Standard deviation	6280.824982
Coefficient of variation (CV)	0.9040798206
Kurtosis	3.04092998
Mean	6947.201828
Median Absolute Deviation (MAD)	2440
Skewness	1.746655498
Sum	2867096300
Variance	39448762.46
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4605	5348	1.3%
3538	4976	1.2%
3170	4364	1.1%
4604	4296	1.0%
3362	4186	1.0%
3537	3748	0.9%
3171	3481	0.8%
4603	3443	0.8%
3357	3270	0.8%
3178	3173	0.8%
9550	2883	0.7%
3112	2672	0.6%
3542	2550	0.6%
3854	2508	0.6%
4579	2504	0.6%
4147	2457	0.6%
6788	2394	0.6%
7277	2305	0.6%
9551	2102	0.5%
4146	2033	0.5%
7110	2003	0.5%
4124	1969	0.5%
4123	1880	0.5%
3877	1872	0.5%
7057	1838	0.4%
Other values (5256)	338443	82.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
28	38	< 0.1%
29	17	< 0.1%
31	12	< 0.1%
34	9	< 0.1%
43	706	0.2%
47	245	0.1%
50	10	< 0.1%
53	57	< 0.1%
55	3	< 0.1%
75	441	0.1%

Value	Count	Frequency (%)
37198	2	< 0.1%
37197	20	< 0.1%
37196	22	< 0.1%
36933	2	< 0.1%
36932	1	< 0.1%
36928	2	< 0.1%
36914	2	< 0.1%
36894	1	< 0.1%
36885	1	< 0.1%
36883	1	< 0.1%

datasource
Real number (ℝ_≥0)

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	135.1693611
Minimum	121
Maximum	173
Zeros	0
Zeros (%)	0.0%
Memory size	3.1 MiB

Quantile statistics

Minimum	121
5-th percentile	121
Q1	132
median	132
Q3	136
95-th percentile	149
Maximum	173
Range	52
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	9.646748641
Coefficient of variation (CV)	0.07136786444
Kurtosis	6.856407037
Mean	135.1693611
Median Absolute Deviation (MAD)	0
Skewness	2.43812491
Sum	55784125
Variance	93.05975935
Monotocity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
132	260776	63.2%
136	75491	18.3%
149	33325	8.1%
121	25191	6.1%
172	17914	4.3%
173	1	< 0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
121	25191	6.1%
132	260776	63.2%
136	75491	18.3%
149	33325	8.1%
172	17914	4.3%
173	1	< 0.1%

Value	Count	Frequency (%)
173	1	< 0.1%
172	17914	4.3%
149	33325	8.1%
136	75491	18.3%
132	260776	63.2%
121	25191	6.1%

auctioneerID
Real number (ℝ_≥0)

MISSING

Distinct	30
Distinct (%)	< 0.1%
Missing	20136
Missing (%)	4.9%
Infinite	0
Infinite (%)	0.0%

Mean	6.58526806
Minimum	0
Maximum	99
Zeros	536
Zeros (%)	0.1%
Memory size	3.1 MiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	1
median	2
Q3	4
95-th percentile	22
Maximum	99
Range	99
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	17.15840855
Coefficient of variation (CV)	2.605574807
Kurtosis	22.85544903
Mean	6.58526806
Median Absolute Deviation (MAD)	1
Skewness	4.808827946
Sum	2585126
Variance	294.4109841
Monotocity	Not monotonic

Histogram with fixed size bins (bins=30)

Value	Count	Frequency (%)
1	192773	46.7%
2	57441	13.9%
3	30288	7.3%
4	20877	5.1%
99	12042	2.9%
6	11950	2.9%
7	7847	1.9%
8	7419	1.8%
5	7002	1.7%
10	5876	1.4%
9	4764	1.2%
11	3823	0.9%
12	3610	0.9%
13	3068	0.7%
18	2359	0.6%
14	2277	0.6%
20	2238	0.5%
19	2074	0.5%
16	1807	0.4%
15	1742	0.4%
21	1601	0.4%
22	1429	0.3%
24	1357	0.3%
23	1322	0.3%
17	1275	0.3%
Other values (5)	4301	1.0%
(Missing)	20136	4.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	536	0.1%
1	192773	46.7%
2	57441	13.9%
3	30288	7.3%
4	20877	5.1%
5	7002	1.7%
6	11950	2.9%
7	7847	1.9%
8	7419	1.8%
9	4764	1.2%

Value	Count	Frequency (%)
99	12042	2.9%
28	860	0.2%
27	1150	0.3%
26	796	0.2%
25	959	0.2%
24	1357	0.3%
23	1322	0.3%
22	1429	0.3%
21	1601	0.4%
20	2238	0.5%

YearMade
Real number (ℝ_≥0)

Distinct	73
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	1899.049637
Minimum	1000
Maximum	2014
Zeros	0
Zeros (%)	0.0%
Memory size	3.1 MiB

Quantile statistics

Minimum	1000
5-th percentile	1000
Q1	1985
median	1995
Q3	2001
95-th percentile	2005
Maximum	2014
Range	1014
Interquartile range (IQR)	16

Descriptive statistics

Standard deviation	292.1902427
Coefficient of variation (CV)	0.1538612983
Kurtosis	5.566089848
Mean	1899.049637
Median Absolute Deviation (MAD)	7
Skewness	-2.748598162
Sum	783733987
Variance	85375.1379
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1000	39391	9.5%
2005	22096	5.4%
1998	21751	5.3%
2004	20914	5.1%
1999	19274	4.7%
1997	19269	4.7%
2000	17238	4.2%
1996	17001	4.1%
1995	15806	3.8%
2003	14661	3.6%
1994	14471	3.5%
2006	13426	3.3%
2001	13385	3.2%
2002	12473	3.0%
1993	11181	2.7%
1989	10785	2.6%
1988	10546	2.6%
1990	10379	2.5%
1987	10191	2.5%
1992	7711	1.9%
1986	7588	1.8%
1991	7461	1.8%
1985	6547	1.6%
1984	6174	1.5%
1978	5693	1.4%
Other values (48)	57286	13.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1000	39391	9.5%
1919	127	< 0.1%
1920	17	< 0.1%
1937	1	< 0.1%
1942	1	< 0.1%
1947	1	< 0.1%
1948	3	< 0.1%
1949	1	< 0.1%
1950	8	< 0.1%
1951	7	< 0.1%

Value	Count	Frequency (%)
2014	2	< 0.1%
2013	1	< 0.1%
2012	1	< 0.1%
2011	31	< 0.1%
2010	58	< 0.1%
2009	212	0.1%
2008	1691	0.4%
2007	5048	1.2%
2006	13426	3.3%
2005	22096	5.4%

MachineHoursCurrentMeter
Real number (ℝ_≥0)

MISSING
SKEWED
ZEROS

Distinct	15633
Distinct (%)	10.6%
Missing	265194
Missing (%)	64.3%
Infinite	0
Infinite (%)	0.0%

Mean	3522.988285
Minimum	0
Maximum	2483300
Zeros	73834
Zeros (%)	17.9%
Memory size	3.1 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	3209
95-th percentile	10746
Maximum	2483300
Range	2483300
Interquartile range (IQR)	3209

Descriptive statistics

Standard deviation	27169.92865
Coefficient of variation (CV)	7.712182514
Kurtosis	1964.194505
Mean	3522.988285
Median Absolute Deviation (MAD)	0
Skewness	37.17158794
Sum	519654864
Variance	738205022.8
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	73834	17.9%
2000	124	< 0.1%
1000	117	< 0.1%
24	115	< 0.1%
1500	101	< 0.1%
500	97	< 0.1%
800	92	< 0.1%
1200	88	< 0.1%
1400	84	< 0.1%
2500	83	< 0.1%
1700	82	< 0.1%
32767	81	< 0.1%
3000	77	< 0.1%
48	75	< 0.1%
1300	68	< 0.1%
400	67	< 0.1%
2600	66	< 0.1%
1800	65	< 0.1%
1600	64	< 0.1%
1100	63	< 0.1%
900	62	< 0.1%
2300	61	< 0.1%
2400	61	< 0.1%
2200	60	< 0.1%
1900	59	< 0.1%
Other values (15608)	71758	17.4%
(Missing)	265194	64.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	73834	17.9%
1	2	< 0.1%
2	18	< 0.1%
3	21	< 0.1%
4	35	< 0.1%
5	44	< 0.1%
6	20	< 0.1%
7	12	< 0.1%
8	18	< 0.1%
9	13	< 0.1%

Value	Count	Frequency (%)
2483300	1	< 0.1%
2202400	1	< 0.1%
1857100	1	< 0.1%
1729600	1	< 0.1%
1728600	1	< 0.1%
1711700	1	< 0.1%
1602900	1	< 0.1%
1485900	1	< 0.1%
1429800	1	< 0.1%
1282700	1	< 0.1%

UsageBand
Categorical

MISSING

Distinct	3
Distinct (%)	< 0.1%
Missing	339028
Missing (%)	82.1%
Memory size	3.1 MiB

Medium	35832
Low	25311
High	12527

Value	Count	Frequency (%)
Medium	35832	8.7%
Low	25311	6.1%
High	12527	3.0%
(Missing)	339028	82.1%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	6
Median length	3
Mean length	3.290825252
Min length	3

Overview of Unicode Properties

Unique unicode characters	14
Unique unicode categories	2 ?
Unique unicode scripts	1 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
n	678056	49.9%
a	339028	25.0%
i	48359	3.6%
M	35832	2.6%
e	35832	2.6%
d	35832	2.6%
u	35832	2.6%
m	35832	2.6%
L	25311	1.9%
o	25311	1.9%
w	25311	1.9%
H	12527	0.9%
g	12527	0.9%
h	12527	0.9%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1284447	94.6%
Uppercase Letter	73670	5.4%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
M	35832	48.6%
L	25311	34.4%
H	12527	17.0%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
n	678056	52.8%
a	339028	26.4%
i	48359	3.8%
e	35832	2.8%
d	35832	2.8%
u	35832	2.8%
m	35832	2.8%
o	25311	2.0%
w	25311	2.0%
g	12527	1.0%
h	12527	1.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1358117	100.0%

Most frequent Latin characters

Value	Count	Frequency (%)
n	678056	49.9%
a	339028	25.0%
i	48359	3.6%
M	35832	2.6%
e	35832	2.6%
d	35832	2.6%
u	35832	2.6%
m	35832	2.6%
L	25311	1.9%
o	25311	1.9%
w	25311	1.9%
H	12527	0.9%
g	12527	0.9%
h	12527	0.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1358117	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
n	678056	49.9%
a	339028	25.0%
i	48359	3.6%
M	35832	2.6%
e	35832	2.6%
d	35832	2.6%
u	35832	2.6%
m	35832	2.6%
L	25311	1.9%
o	25311	1.9%
w	25311	1.9%
H	12527	0.9%
g	12527	0.9%
h	12527	0.9%

saledate
Categorical

HIGH CARDINALITY

Distinct	4013
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Memory size	3.1 MiB

2/16/2009 0:00	1932
2/13/2012 0:00	1598
2/15/2011 0:00	1352
2/19/2008 0:00	1300
2/15/2010 0:00	1219
Other values (4008)	405297

Common Values
Overview

Value	Count	Frequency (%)
2/16/2009 0:00	1932	0.5%
2/13/2012 0:00	1598	0.4%
2/15/2011 0:00	1352	0.3%
2/19/2008 0:00	1300	0.3%
2/15/2010 0:00	1219	0.3%
2/11/2008 0:00	1100	0.3%
3/26/2009 0:00	1050	0.3%
2/3/2008 0:00	1009	0.2%
2/9/2009 0:00	998	0.2%
1/31/2009 0:00	944	0.2%
3/19/2009 0:00	915	0.2%
2/20/2007 0:00	865	0.2%
6/26/2008 0:00	850	0.2%
9/24/2008 0:00	796	0.2%
2/12/2007 0:00	791	0.2%
3/27/2008 0:00	789	0.2%
2/21/2001 0:00	786	0.2%
2/8/2010 0:00	780	0.2%
3/29/2012 0:00	765	0.2%
2/11/2002 0:00	757	0.2%
1/29/2011 0:00	749	0.2%
2/7/2005 0:00	739	0.2%
2/13/2006 0:00	728	0.2%
9/23/2009 0:00	718	0.2%
3/4/2009 0:00	717	0.2%
Other values (3988)	388451	94.1%

Frequencies of value counts

Unique

Unique	197 ?
Unique (%)	< 0.1%

Histogram of lengths of the category

Length

Max length	15
Median length	14
Mean length	13.96810743
Min length	13

Overview of Unicode Properties

Unique unicode characters	13
Unique unicode categories	3 ?
Unique unicode scripts	1 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
0	1933761	33.5%
/	825396	14.3%
2	629710	10.9%
1	551525	9.6%
	412698	7.2%
:	412698	7.2%
9	317789	5.5%
3	134618	2.3%
6	124464	2.2%
8	122678	2.1%
5	103891	1.8%
7	98677	1.7%
4	96705	1.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	4113818	71.4%
Other Punctuation	1238094	21.5%
Space Separator	412698	7.2%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
0	1933761	47.0%
2	629710	15.3%
1	551525	13.4%
9	317789	7.7%
3	134618	3.3%
6	124464	3.0%
8	122678	3.0%
5	103891	2.5%
7	98677	2.4%
4	96705	2.4%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
/	825396	66.7%
:	412698	33.3%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	412698	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	5764610	100.0%

Most frequent Common characters

Value	Count	Frequency (%)
0	1933761	33.5%
/	825396	14.3%
2	629710	10.9%
1	551525	9.6%
	412698	7.2%
:	412698	7.2%
9	317789	5.5%
3	134618	2.3%
6	124464	2.2%
8	122678	2.1%
5	103891	1.8%
7	98677	1.7%
4	96705	1.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	5764610	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
0	1933761	33.5%
/	825396	14.3%
2	629710	10.9%
1	551525	9.6%
	412698	7.2%
:	412698	7.2%
9	317789	5.5%
3	134618	2.3%
6	124464	2.2%
8	122678	2.1%
5	103891	1.8%
7	98677	1.7%
4	96705	1.7%

fiModelDesc
Categorical

HIGH CARDINALITY

Distinct	5059
Distinct (%)	1.2%
Missing	0
Missing (%)	0.0%
Memory size	3.1 MiB

310G	5348
416C	4976
580K	4364
310E	4296
140G	4186
Other values (5054)	389528

Common Values
Overview

Value	Count	Frequency (%)
310G	5348	1.3%
416C	4976	1.2%
580K	4364	1.1%
310E	4296	1.0%
140G	4186	1.0%
416B	3765	0.9%
580L	3481	0.8%
310D	3443	0.8%
12G	3270	0.8%
580SUPER L	3173	0.8%
753	2883	0.7%
1845C	2672	0.6%
420D	2550	0.6%
966C	2508	0.6%
210LE	2504	0.6%
D8K	2457	0.6%
580	2394	0.6%
950	2305	0.6%
763	2102	0.5%
D8H	2033	0.5%
416	2014	0.5%
D6D	1969	0.5%
D6C	1880	0.5%
980C	1872	0.5%
312	1838	0.4%
Other values (5034)	338415	82.0%

Frequencies of value counts

Unique

Unique	866 ?
Unique (%)	0.2%

Histogram of lengths of the category

Length

Max length	19
Median length	4
Mean length	4.702099356
Min length	1

Overview of Unicode Properties

Unique unicode characters	58
Unique unicode categories	9 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
0	233804	12.0%
5	151223	7.8%
1	136164	7.0%
2	124327	6.4%
3	121688	6.3%
4	102206	5.3%
6	97655	5.0%
C	97550	5.0%
L	95509	4.9%
D	87192	4.5%
8	73455	3.8%
G	57872	3.0%
E	51887	2.7%
7	51119	2.6%
I	49538	2.6%
9	49272	2.5%
B	47360	2.4%
P	46443	2.4%
S	30337	1.6%
X	30168	1.6%
H	28772	1.5%
-	24853	1.3%
T	21240	1.1%
R	20093	1.0%
A	18449	1.0%
Other values (33)	92371	4.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	1140913	58.8%
Uppercase Letter	764892	39.4%
Dash Punctuation	24853	1.3%
Space Separator	7818	0.4%
Other Punctuation	1968	0.1%
Lowercase Letter	67	< 0.1%
Math Symbol	28	< 0.1%
Open Punctuation	4	< 0.1%
Close Punctuation	4	< 0.1%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
0	233804	20.5%
5	151223	13.3%
1	136164	11.9%
2	124327	10.9%
3	121688	10.7%
4	102206	9.0%
6	97655	8.6%
8	73455	6.4%
7	51119	4.5%
9	49272	4.3%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
C	97550	12.8%
L	95509	12.5%
D	87192	11.4%
G	57872	7.6%
E	51887	6.8%
I	49538	6.5%
B	47360	6.2%
P	46443	6.1%
S	30337	4.0%
X	30168	3.9%
H	28772	3.8%
T	21240	2.8%
R	20093	2.6%
A	18449	2.4%
K	15761	2.1%
U	12910	1.7%
F	11260	1.5%
M	10886	1.4%
W	10276	1.3%
N	7850	1.0%
J	5581	0.7%
Z	5179	0.7%
V	1808	0.2%
O	730	0.1%
Q	165	< 0.1%

Most frequent Dash Punctuation characters

Value	Count	Frequency (%)
-	24853	100.0%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
.	1965	99.8%
/	3	0.2%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	7818	100.0%

Most frequent Math Symbol characters

Value	Count	Frequency (%)
+	28	100.0%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
t	11	16.4%
e	9	13.4%
i	8	11.9%
o	6	9.0%
a	6	9.0%
g	4	6.0%
h	4	6.0%
m	4	6.0%
r	3	4.5%
s	3	4.5%
f	2	3.0%
x	2	3.0%
n	2	3.0%
c	2	3.0%
l	1	1.5%

Most frequent Open Punctuation characters

Value	Count	Frequency (%)
(	4	100.0%

Most frequent Close Punctuation characters

Value	Count	Frequency (%)
)	4	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	1175588	60.6%
Latin	764959	39.4%

Most frequent Common characters

Value	Count	Frequency (%)
0	233804	19.9%
5	151223	12.9%
1	136164	11.6%
2	124327	10.6%
3	121688	10.4%
4	102206	8.7%
6	97655	8.3%
8	73455	6.2%
7	51119	4.3%
9	49272	4.2%
-	24853	2.1%
	7818	0.7%
.	1965	0.2%
+	28	< 0.1%
(	4	< 0.1%
)	4	< 0.1%
/	3	< 0.1%

Most frequent Latin characters

Value	Count	Frequency (%)
C	97550	12.8%
L	95509	12.5%
D	87192	11.4%
G	57872	7.6%
E	51887	6.8%
I	49538	6.5%
B	47360	6.2%
P	46443	6.1%
S	30337	4.0%
X	30168	3.9%
H	28772	3.8%
T	21240	2.8%
R	20093	2.6%
A	18449	2.4%
K	15761	2.1%
U	12910	1.7%
F	11260	1.5%
M	10886	1.4%
W	10276	1.3%
N	7850	1.0%
J	5581	0.7%
Z	5179	0.7%
V	1808	0.2%
O	730	0.1%
Q	165	< 0.1%
Other values (16)	143	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1940547	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
0	233804	12.0%
5	151223	7.8%
1	136164	7.0%
2	124327	6.4%
3	121688	6.3%
4	102206	5.3%
6	97655	5.0%
C	97550	5.0%
L	95509	4.9%
D	87192	4.5%
8	73455	3.8%
G	57872	3.0%
E	51887	2.7%
7	51119	2.6%
I	49538	2.6%
9	49272	2.5%
B	47360	2.4%
P	46443	2.4%
S	30337	1.6%
X	30168	1.6%
H	28772	1.5%
-	24853	1.3%
T	21240	1.1%
R	20093	1.0%
A	18449	1.0%
Other values (33)	92371	4.8%

fiBaseModel
Categorical

HIGH CARDINALITY

Distinct	1961
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	3.1 MiB

580	20179
310	17886
D6	13527
416	12900
D5	9636
Other values (1956)	338570

Common Values
Overview

Value	Count	Frequency (%)
580	20179	4.9%
310	17886	4.3%
D6	13527	3.3%
416	12900	3.1%
D5	9636	2.3%
950	7605	1.8%
D3	6945	1.7%
D8	6903	1.7%
D4	6574	1.6%
12	6301	1.5%
140	5994	1.5%
966	5922	1.4%
320	5667	1.4%
544	4704	1.1%
410	4498	1.1%
330	4377	1.1%
650	4360	1.1%
450	4163	1.0%
980	4039	1.0%
D7	3753	0.9%
325	3393	0.8%
312	3370	0.8%
555	3360	0.8%
210	3203	0.8%
644	3154	0.8%
Other values (1936)	240285	58.2%

Frequencies of value counts

Unique

Unique	223 ?
Unique (%)	0.1%

Histogram of lengths of the category

Length

Max length	13
Median length	3
Mean length	3.217856641
Min length	1

Overview of Unicode Properties

Unique unicode characters	39
Unique unicode categories	5 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
0	233138	17.6%
5	144826	10.9%
1	127402	9.6%
2	116403	8.8%
3	115146	8.7%
4	102074	7.7%
6	90301	6.8%
8	71818	5.4%
D	66704	5.0%
9	49269	3.7%
7	47942	3.6%
C	21939	1.7%
E	17170	1.3%
P	16986	1.3%
X	16509	1.2%
S	14773	1.1%
T	13235	1.0%
L	10438	0.8%
W	9541	0.7%
A	8697	0.7%
B	6258	0.5%
K	6214	0.5%
I	4194	0.3%
R	2880	0.2%
H	2242	0.2%
Other values (14)	11904	0.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	1098319	82.7%
Uppercase Letter	227098	17.1%
Other Punctuation	1931	0.1%
Space Separator	497	< 0.1%
Dash Punctuation	158	< 0.1%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
0	233138	21.2%
5	144826	13.2%
1	127402	11.6%
2	116403	10.6%
3	115146	10.5%
4	102074	9.3%
6	90301	8.2%
8	71818	6.5%
9	49269	4.5%
7	47942	4.4%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
D	66704	29.4%
C	21939	9.7%
E	17170	7.6%
P	16986	7.5%
X	16509	7.3%
S	14773	6.5%
T	13235	5.8%
L	10438	4.6%
W	9541	4.2%
A	8697	3.8%
B	6258	2.8%
K	6214	2.7%
I	4194	1.8%
R	2880	1.3%
H	2242	1.0%
M	1987	0.9%
G	1730	0.8%
F	1709	0.8%
Z	1612	0.7%
J	815	0.4%
O	633	0.3%
U	448	0.2%
V	191	0.1%
N	130	0.1%
Y	63	< 0.1%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
.	1929	99.9%
/	2	0.1%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	497	100.0%

Most frequent Dash Punctuation characters

Value	Count	Frequency (%)
-	158	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	1100905	82.9%
Latin	227098	17.1%

Most frequent Common characters

Value	Count	Frequency (%)
0	233138	21.2%
5	144826	13.2%
1	127402	11.6%
2	116403	10.6%
3	115146	10.5%
4	102074	9.3%
6	90301	8.2%
8	71818	6.5%
9	49269	4.5%
7	47942	4.4%
.	1929	0.2%
	497	< 0.1%
-	158	< 0.1%
/	2	< 0.1%

Most frequent Latin characters

Value	Count	Frequency (%)
D	66704	29.4%
C	21939	9.7%
E	17170	7.6%
P	16986	7.5%
X	16509	7.3%
S	14773	6.5%
T	13235	5.8%
L	10438	4.6%
W	9541	4.2%
A	8697	3.8%
B	6258	2.8%
K	6214	2.7%
I	4194	1.8%
R	2880	1.3%
H	2242	1.0%
M	1987	0.9%
G	1730	0.8%
F	1709	0.8%
Z	1612	0.7%
J	815	0.4%
O	633	0.3%
U	448	0.2%
V	191	0.1%
N	130	0.1%
Y	63	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1328003	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
0	233138	17.6%
5	144826	10.9%
1	127402	9.6%
2	116403	8.8%
3	115146	8.7%
4	102074	7.7%
6	90301	6.8%
8	71818	5.4%
D	66704	5.0%
9	49269	3.7%
7	47942	3.6%
C	21939	1.7%
E	17170	1.3%
P	16986	1.3%
X	16509	1.2%
S	14773	1.1%
T	13235	1.0%
L	10438	0.8%
W	9541	0.7%
A	8697	0.7%
B	6258	0.5%
K	6214	0.5%
I	4194	0.3%
R	2880	0.2%
H	2242	0.2%
Other values (14)	11904	0.9%

fiSecondaryDesc
Categorical

HIGH CARDINALITY
MISSING

Distinct	177
Distinct (%)	0.1%
Missing	140727
Missing (%)	34.1%
Memory size	3.1 MiB

C	44431
B	40165
G	37915
H	24729
E	21532
Other values (172)	103199

Common Values
Overview

Value	Count	Frequency (%)
C	44431	10.8%
B	40165	9.7%
G	37915	9.2%
H	24729	6.0%
E	21532	5.2%
D	20023	4.9%
F	9420	2.3%
K	7979	1.9%
L	5628	1.4%
A	5596	1.4%
M	5389	1.3%
J	4648	1.1%
P	4245	1.0%
LC	4191	1.0%
SUPER L	3907	0.9%
N	3834	0.9%
R	3463	0.8%
LE	2510	0.6%
XT	2169	0.5%
Z	1799	0.4%
SUPER M	1719	0.4%
PX	1610	0.4%
SE	1406	0.3%
SG	1354	0.3%
UU	1323	0.3%
Other values (152)	10986	2.7%
(Missing)	140727	34.1%

Frequencies of value counts

Unique

Unique	32 ?
Unique (%)	< 0.1%

Histogram of lengths of the category

Length

Max length	13
Median length	1
Mean length	1.843071689
Min length	1

Overview of Unicode Properties

Unique unicode characters	39
Unique unicode categories	6 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
n	281454	37.0%
a	140727	18.5%
C	49068	6.5%
B	40862	5.4%
G	39880	5.2%
E	33708	4.4%
H	25122	3.3%
D	20276	2.7%
L	17445	2.3%
R	13192	1.7%
P	13011	1.7%
S	12658	1.7%
U	12020	1.6%
F	9534	1.3%
K	8915	1.2%
M	8356	1.1%
	7237	1.0%
X	5908	0.8%
A	5824	0.8%
J	4766	0.6%
N	4071	0.5%
T	3409	0.4%
Z	2406	0.3%
W	179	< 0.1%
Q	164	< 0.1%
Other values (14)	440	0.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	422181	55.5%
Uppercase Letter	330809	43.5%
Space Separator	7237	1.0%
Decimal Number	325	< 0.1%
Dash Punctuation	44	< 0.1%
Other Punctuation	36	< 0.1%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
C	49068	14.8%
B	40862	12.4%
G	39880	12.1%
E	33708	10.2%
H	25122	7.6%
D	20276	6.1%
L	17445	5.3%
R	13192	4.0%
P	13011	3.9%
S	12658	3.8%
U	12020	3.6%
F	9534	2.9%
K	8915	2.7%
M	8356	2.5%
X	5908	1.8%
A	5824	1.8%
J	4766	1.4%
N	4071	1.2%
T	3409	1.0%
Z	2406	0.7%
W	179	0.1%
Q	164	< 0.1%
V	24	< 0.1%
I	11	< 0.1%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
n	281454	66.7%
a	140727	33.3%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	7237	100.0%

Most frequent Dash Punctuation characters

Value	Count	Frequency (%)
-	44	100.0%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
3	133	40.9%
7	132	40.6%
2	25	7.7%
5	15	4.6%
0	10	3.1%
1	7	2.2%
9	2	0.6%
6	1	0.3%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
#	14	38.9%
?	14	38.9%
.	8	22.2%

Most occurring scripts

Value	Count	Frequency (%)
Latin	752990	99.0%
Common	7642	1.0%

Most frequent Latin characters

Value	Count	Frequency (%)
n	281454	37.4%
a	140727	18.7%
C	49068	6.5%
B	40862	5.4%
G	39880	5.3%
E	33708	4.5%
H	25122	3.3%
D	20276	2.7%
L	17445	2.3%
R	13192	1.8%
P	13011	1.7%
S	12658	1.7%
U	12020	1.6%
F	9534	1.3%
K	8915	1.2%
M	8356	1.1%
X	5908	0.8%
A	5824	0.8%
J	4766	0.6%
N	4071	0.5%
T	3409	0.5%
Z	2406	0.3%
W	179	< 0.1%
Q	164	< 0.1%
V	24	< 0.1%

Most frequent Common characters

Value	Count	Frequency (%)
	7237	94.7%
3	133	1.7%
7	132	1.7%
-	44	0.6%
2	25	0.3%
5	15	0.2%
#	14	0.2%
?	14	0.2%
0	10	0.1%
.	8	0.1%
1	7	0.1%
9	2	< 0.1%
6	1	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	760632	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
n	281454	37.0%
a	140727	18.5%
C	49068	6.5%
B	40862	5.4%
G	39880	5.2%
E	33708	4.4%
H	25122	3.3%
D	20276	2.7%
L	17445	2.3%
R	13192	1.7%
P	13011	1.7%
S	12658	1.7%
U	12020	1.6%
F	9534	1.3%
K	8915	1.2%
M	8356	1.1%
	7237	1.0%
X	5908	0.8%
A	5824	0.8%
J	4766	0.6%
N	4071	0.5%
T	3409	0.4%
Z	2406	0.3%
W	179	< 0.1%
Q	164	< 0.1%
Other values (14)	440	0.1%

fiModelSeries
Unsupported

MISSING
REJECTED
UNSUPPORTED

Missing	354031
Missing (%)	85.8%
Memory size	14.1 MiB

fiModelDescriptor
Categorical

HIGH CARDINALITY
MISSING

Distinct	140
Distinct (%)	0.2%
Missing	337882
Missing (%)	81.9%
Memory size	3.1 MiB

L	16464
LGP	16143
LC	13295
XL	6700
6	2944
Other values (135)	19270

Common Values
Overview

Value	Count	Frequency (%)
L	16464	4.0%
LGP	16143	3.9%
LC	13295	3.2%
XL	6700	1.6%
6	2944	0.7%
LT	2468	0.6%
5	2301	0.6%
3	1929	0.5%
CR	1798	0.4%
H	1071	0.3%
7	963	0.2%
SSR	684	0.2%
2	547	0.1%
Z	525	0.1%
ZTS	427	0.1%
SR	379	0.1%
E	342	0.1%
K	318	0.1%
A	300	0.1%
8	296	0.1%
LRC	295	0.1%
XLT	281	0.1%
U	280	0.1%
LCR	267	0.1%
XT	249	0.1%
Other values (115)	3550	0.9%
(Missing)	337882	81.9%

Frequencies of value counts

Unique

Unique	23 ?
Unique (%)	< 0.1%

Histogram of lengths of the category

Length

Max length	14
Median length	3
Mean length	2.798191414
Min length	1

Overview of Unicode Properties

Unique unicode characters	50
Unique unicode categories	8 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
n	675766	58.5%
a	337884	29.3%
L	57004	4.9%
P	16393	1.4%
G	16244	1.4%
C	16218	1.4%
X	7646	0.7%
T	4341	0.4%
R	3979	0.3%
6	2946	0.3%
S	2801	0.2%
5	2311	0.2%
3	2060	0.2%
H	1353	0.1%
Z	1065	0.1%
7	973	0.1%
E	752	0.1%
2	590	0.1%
A	577	< 0.1%
W	537	< 0.1%
K	529	< 0.1%
U	442	< 0.1%
0	309	< 0.1%
8	308	< 0.1%
I	295	< 0.1%
Other values (25)	1485	0.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1013674	87.8%
Uppercase Letter	131250	11.4%
Decimal Number	9686	0.8%
Other Punctuation	78	< 0.1%
Math Symbol	77	< 0.1%
Space Separator	35	< 0.1%
Open Punctuation	4	< 0.1%
Close Punctuation	4	< 0.1%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
n	675766	66.7%
a	337884	33.3%
i	4	< 0.1%
g	4	< 0.1%
h	4	< 0.1%
f	2	< 0.1%
t	2	< 0.1%
x	2	< 0.1%
o	2	< 0.1%
e	2	< 0.1%
c	2	< 0.1%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
L	57004	43.4%
P	16393	12.5%
G	16244	12.4%
C	16218	12.4%
X	7646	5.8%
T	4341	3.3%
R	3979	3.0%
S	2801	2.1%
H	1353	1.0%
Z	1065	0.8%
E	752	0.6%
A	577	0.4%
W	537	0.4%
K	529	0.4%
U	442	0.3%
I	295	0.2%
N	241	0.2%
B	214	0.2%
D	191	0.1%
M	166	0.1%
V	162	0.1%
O	74	0.1%
F	13	< 0.1%
Y	13	< 0.1%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
6	2946	30.4%
5	2311	23.9%
3	2060	21.3%
7	973	10.0%
2	590	6.1%
0	309	3.2%
8	308	3.2%
4	120	1.2%
1	69	0.7%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
.	77	98.7%
/	1	1.3%

Most frequent Math Symbol characters

Value	Count	Frequency (%)
+	77	100.0%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	35	100.0%

Most frequent Open Punctuation characters

Value	Count	Frequency (%)
(	4	100.0%

Most frequent Close Punctuation characters

Value	Count	Frequency (%)
)	4	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1144924	99.1%
Common	9884	0.9%

Most frequent Latin characters

Value	Count	Frequency (%)
n	675766	59.0%
a	337884	29.5%
L	57004	5.0%
P	16393	1.4%
G	16244	1.4%
C	16218	1.4%
X	7646	0.7%
T	4341	0.4%
R	3979	0.3%
S	2801	0.2%
H	1353	0.1%
Z	1065	0.1%
E	752	0.1%
A	577	0.1%
W	537	< 0.1%
K	529	< 0.1%
U	442	< 0.1%
I	295	< 0.1%
N	241	< 0.1%
B	214	< 0.1%
D	191	< 0.1%
M	166	< 0.1%
V	162	< 0.1%
O	74	< 0.1%
F	13	< 0.1%
Other values (10)	37	< 0.1%

Most frequent Common characters

Value	Count	Frequency (%)
6	2946	29.8%
5	2311	23.4%
3	2060	20.8%
7	973	9.8%
2	590	6.0%
0	309	3.1%
8	308	3.1%
4	120	1.2%
.	77	0.8%
+	77	0.8%
1	69	0.7%
	35	0.4%
(	4	< 0.1%
)	4	< 0.1%
/	1	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1154808	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
n	675766	58.5%
a	337884	29.3%
L	57004	4.9%
P	16393	1.4%
G	16244	1.4%
C	16218	1.4%
X	7646	0.7%
T	4341	0.4%
R	3979	0.3%
6	2946	0.3%
S	2801	0.2%
5	2311	0.2%
3	2060	0.2%
H	1353	0.1%
Z	1065	0.1%
7	973	0.1%
E	752	0.1%
2	590	0.1%
A	577	< 0.1%
W	537	< 0.1%
K	529	< 0.1%
U	442	< 0.1%
0	309	< 0.1%
8	308	< 0.1%
I	295	< 0.1%
Other values (25)	1485	0.1%

ProductSize
Categorical

MISSING

Distinct	6
Distinct (%)	< 0.1%
Missing	216605
Missing (%)	52.5%
Memory size	3.1 MiB

Medium	64342
Large / Medium	51297
Small	27057
Mini	25721
Large	21396

Value	Count	Frequency (%)
Medium	64342	15.6%
Large / Medium	51297	12.4%
Small	27057	6.6%
Mini	25721	6.2%
Large	21396	5.2%
Compact	6280	1.5%
(Missing)	216605	52.5%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	14
Median length	3
Mean length	5.192983731
Min length	3

Overview of Unicode Properties

Unique unicode characters	20
Unique unicode categories	4 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
n	458931	21.4%
a	322635	15.1%
e	188332	8.8%
i	167081	7.8%
m	148976	7.0%
M	141360	6.6%
d	115639	5.4%
u	115639	5.4%
	102594	4.8%
L	72693	3.4%
r	72693	3.4%
g	72693	3.4%
l	54114	2.5%
/	51297	2.4%
S	27057	1.3%
C	6280	0.3%
o	6280	0.3%
p	6280	0.3%
c	6280	0.3%
t	6280	0.3%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1741853	81.3%
Uppercase Letter	247390	11.5%
Space Separator	102594	4.8%
Other Punctuation	51297	2.4%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
n	458931	26.3%
a	322635	18.5%
e	188332	10.8%
i	167081	9.6%
m	148976	8.6%
d	115639	6.6%
u	115639	6.6%
r	72693	4.2%
g	72693	4.2%
l	54114	3.1%
o	6280	0.4%
p	6280	0.4%
c	6280	0.4%
t	6280	0.4%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
M	141360	57.1%
L	72693	29.4%
S	27057	10.9%
C	6280	2.5%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	102594	100.0%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
/	51297	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1989243	92.8%
Common	153891	7.2%

Most frequent Latin characters

Value	Count	Frequency (%)
n	458931	23.1%
a	322635	16.2%
e	188332	9.5%
i	167081	8.4%
m	148976	7.5%
M	141360	7.1%
d	115639	5.8%
u	115639	5.8%
L	72693	3.7%
r	72693	3.7%
g	72693	3.7%
l	54114	2.7%
S	27057	1.4%
C	6280	0.3%
o	6280	0.3%
p	6280	0.3%
c	6280	0.3%
t	6280	0.3%

Most frequent Common characters

Value	Count	Frequency (%)
	102594	66.7%
/	51297	33.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2143134	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
n	458931	21.4%
a	322635	15.1%
e	188332	8.8%
i	167081	7.8%
m	148976	7.0%
M	141360	6.6%
d	115639	5.4%
u	115639	5.4%
	102594	4.8%
L	72693	3.4%
r	72693	3.4%
g	72693	3.4%
l	54114	2.5%
/	51297	2.4%
S	27057	1.3%
C	6280	0.3%
o	6280	0.3%
p	6280	0.3%
c	6280	0.3%
t	6280	0.3%

fiProductClassDesc
Categorical

HIGH CARDINALITY

Distinct	74
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.1 MiB

Backhoe Loader - 14.0 to 15.0 Ft Standard Digging Depth	57542
Track Type Tractor, Dozer - 20.0 to 75.0 Horsepower	18131
Wheel Loader - 150.0 to 175.0 Horsepower	15537
Track Type Tractor, Dozer - 85.0 to 105.0 Horsepower	15161
Hydraulic Excavator, Track - 21.0 to 24.0 Metric Tons	13736
Other values (69)	292591

Common Values
Overview

Value	Count	Frequency (%)
Backhoe Loader - 14.0 to 15.0 Ft Standard Digging Depth	57542	13.9%
Track Type Tractor, Dozer - 20.0 to 75.0 Horsepower	18131	4.4%
Wheel Loader - 150.0 to 175.0 Horsepower	15537	3.8%
Track Type Tractor, Dozer - 85.0 to 105.0 Horsepower	15161	3.7%
Hydraulic Excavator, Track - 21.0 to 24.0 Metric Tons	13736	3.3%
Track Type Tractor, Dozer - 130.0 to 160.0 Horsepower	11530	2.8%
Hydraulic Excavator, Track - 12.0 to 14.0 Metric Tons	11527	2.8%
Track Type Tractor, Dozer - 260.0 + Horsepower	11227	2.7%
Wheel Loader - 120.0 to 135.0 Horsepower	10912	2.6%
Backhoe Loader - 15.0 to 16.0 Ft Standard Digging Depth	10847	2.6%
Skid Steer Loader - 1351.0 to 1601.0 Lb Operating Capacity	9546	2.3%
Skid Steer Loader - 1601.0 to 1751.0 Lb Operating Capacity	9296	2.3%
Motorgrader - 145.0 to 170.0 Horsepower	9071	2.2%
Hydraulic Excavator, Track - 33.0 to 40.0 Metric Tons	9022	2.2%
Skid Steer Loader - 1751.0 to 2201.0 Lb Operating Capacity	7922	1.9%
Track Type Tractor, Dozer - 160.0 to 190.0 Horsepower	7764	1.9%
Wheel Loader - 175.0 to 200.0 Horsepower	7743	1.9%
Skid Steer Loader - 1251.0 to 1351.0 Lb Operating Capacity	7500	1.8%
Hydraulic Excavator, Track - 6.0 to 8.0 Metric Tons	7433	1.8%
Motorgrader - 45.0 to 130.0 Horsepower	7302	1.8%
Wheel Loader - 100.0 to 110.0 Horsepower	7240	1.8%
Track Type Tractor, Dozer - 75.0 to 85.0 Horsepower	6955	1.7%
Hydraulic Excavator, Track - 40.0 to 50.0 Metric Tons	6848	1.7%
Hydraulic Excavator, Track - 19.0 to 21.0 Metric Tons	6699	1.6%
Track Type Tractor, Dozer - 190.0 to 260.0 Horsepower	6664	1.6%
Other values (49)	119543	29.0%

Frequencies of value counts

Unique

Unique	2 ?
Unique (%)	< 0.1%

Histogram of lengths of the category

Length

Max length	64
Median length	53
Mean length	49.73027492
Min length	26

Overview of Unicode Properties

Unique unicode characters	54
Unique unicode categories	9 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
	3152237	15.4%
r	1555644	7.6%
o	1457249	7.1%
e	1308114	6.4%
a	1177851	5.7%
0	1128956	5.5%
t	1076538	5.2%
.	794814	3.9%
c	707624	3.4%
1	584496	2.8%
d	540949	2.6%
i	512629	2.5%
T	456051	2.2%
p	430444	2.1%
-	412698	2.0%
n	314191	1.5%
k	313224	1.5%
g	304158	1.5%
5	300242	1.5%
H	285724	1.4%
s	285607	1.4%
L	243846	1.2%
D	238370	1.2%
h	232511	1.1%
y	231030	1.1%
Other values (29)	2478388	12.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	11251286	54.8%
Space Separator	3152237	15.4%
Decimal Number	2752604	13.4%
Uppercase Letter	1952510	9.5%
Other Punctuation	981626	4.8%
Dash Punctuation	412698	2.0%
Math Symbol	20548	0.1%
Open Punctuation	38	< 0.1%
Close Punctuation	38	< 0.1%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
T	456051	23.4%
H	285724	14.6%
L	243846	12.5%
D	238370	12.2%
S	167916	8.6%
M	130333	6.7%
E	104230	5.3%
B	81401	4.2%
F	77894	4.0%
W	73216	3.7%
C	44294	2.3%
O	44218	2.3%
U	5017	0.3%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
r	1555644	13.8%
o	1457249	13.0%
e	1308114	11.6%
a	1177851	10.5%
t	1076538	9.6%
c	707624	6.3%
d	540949	4.8%
i	512629	4.6%
p	430444	3.8%
n	314191	2.8%
k	313224	2.8%
g	304158	2.7%
s	285607	2.5%
h	232511	2.1%
y	231030	2.1%
w	181494	1.6%
l	177446	1.6%
u	104268	0.9%
x	104230	0.9%
v	104230	0.9%
z	82582	0.7%
b	44218	0.4%
f	5017	< 0.1%
m	38	< 0.1%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	3152237	100.0%

Most frequent Dash Punctuation characters

Value	Count	Frequency (%)
-	412698	100.0%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
0	1128956	41.0%
1	584496	21.2%
5	300242	10.9%
2	197801	7.2%
4	145995	5.3%
3	113186	4.1%
6	103535	3.8%
7	95226	3.5%
8	50274	1.8%
9	32893	1.2%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
.	794814	81.0%
,	186812	19.0%

Most frequent Math Symbol characters

Value	Count	Frequency (%)
+	20548	100.0%

Most frequent Open Punctuation characters

Value	Count	Frequency (%)
(	38	100.0%

Most frequent Close Punctuation characters

Value	Count	Frequency (%)
)	38	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	13203796	64.3%
Common	7319789	35.7%

Most frequent Latin characters

Value	Count	Frequency (%)
r	1555644	11.8%
o	1457249	11.0%
e	1308114	9.9%
a	1177851	8.9%
t	1076538	8.2%
c	707624	5.4%
d	540949	4.1%
i	512629	3.9%
T	456051	3.5%
p	430444	3.3%
n	314191	2.4%
k	313224	2.4%
g	304158	2.3%
H	285724	2.2%
s	285607	2.2%
L	243846	1.8%
D	238370	1.8%
h	232511	1.8%
y	231030	1.7%
w	181494	1.4%
l	177446	1.3%
S	167916	1.3%
M	130333	1.0%
u	104268	0.8%
E	104230	0.8%
Other values (12)	666355	5.0%

Most frequent Common characters

Value	Count	Frequency (%)
	3152237	43.1%
0	1128956	15.4%
.	794814	10.9%
1	584496	8.0%
-	412698	5.6%
5	300242	4.1%
2	197801	2.7%
,	186812	2.6%
4	145995	2.0%
3	113186	1.5%
6	103535	1.4%
7	95226	1.3%
8	50274	0.7%
9	32893	0.4%
+	20548	0.3%
(	38	< 0.1%
)	38	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	20523585	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
	3152237	15.4%
r	1555644	7.6%
o	1457249	7.1%
e	1308114	6.4%
a	1177851	5.7%
0	1128956	5.5%
t	1076538	5.2%
.	794814	3.9%
c	707624	3.4%
1	584496	2.8%
d	540949	2.6%
i	512629	2.5%
T	456051	2.2%
p	430444	2.1%
-	412698	2.0%
n	314191	1.5%
k	313224	1.5%
g	304158	1.5%
5	300242	1.5%
H	285724	1.4%
s	285607	1.4%
L	243846	1.2%
D	238370	1.2%
h	232511	1.1%
y	231030	1.1%
Other values (29)	2478388	12.1%

state
Categorical

HIGH CARDINALITY

Distinct	53
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.1 MiB

Florida	67320
Texas	53110
California	29761
Washington	16222
Georgia	14633
Other values (48)	231652

Common Values
Overview

Value	Count	Frequency (%)
Florida	67320	16.3%
Texas	53110	12.9%
California	29761	7.2%
Washington	16222	3.9%
Georgia	14633	3.5%
Maryland	13322	3.2%
Mississippi	13240	3.2%
Ohio	12369	3.0%
Illinois	11540	2.8%
Colorado	11529	2.8%
New Jersey	11156	2.7%
North Carolina	10636	2.6%
Tennessee	10298	2.5%
Alabama	10292	2.5%
Pennsylvania	10234	2.5%
South Carolina	9951	2.4%
Arizona	9364	2.3%
New York	8639	2.1%
Connecticut	8276	2.0%
Minnesota	7885	1.9%
Missouri	7178	1.7%
Nevada	6932	1.7%
Louisiana	6627	1.6%
Kentucky	5351	1.3%
Maine	5096	1.2%
Other values (28)	41737	10.1%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	14
Median length	8
Mean length	8.079086887
Min length	4

Overview of Unicode Properties

Unique unicode characters	46
Unique unicode categories	3 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
a	433977	13.0%
i	371936	11.2%
o	293474	8.8%
n	250517	7.5%
s	228524	6.9%
e	218565	6.6%
r	218098	6.5%
l	188474	5.7%
d	108219	3.2%
t	74305	2.2%
C	70155	2.1%
F	67320	2.0%
T	63408	1.9%
h	61300	1.8%
x	56741	1.7%
M	53866	1.6%
	48442	1.5%
N	45078	1.4%
y	41735	1.3%
g	39464	1.2%
u	38016	1.1%
c	33300	1.0%
f	32562	1.0%
p	32019	1.0%
w	28128	0.8%
Other values (21)	236600	7.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	2824639	84.7%
Uppercase Letter	461142	13.8%
Space Separator	48442	1.5%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
C	70155	15.2%
F	67320	14.6%
T	63408	13.8%
M	53866	11.7%
N	45078	9.8%
A	24019	5.2%
W	21481	4.7%
I	19108	4.1%
O	15606	3.4%
G	14633	3.2%
J	11156	2.4%
P	10276	2.2%
S	10195	2.2%
Y	8639	1.9%
L	6627	1.4%
K	6018	1.3%
U	5847	1.3%
V	3493	0.8%
H	2856	0.6%
D	1236	0.3%
R	125	< 0.1%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
a	433977	15.4%
i	371936	13.2%
o	293474	10.4%
n	250517	8.9%
s	228524	8.1%
e	218565	7.7%
r	218098	7.7%
l	188474	6.7%
d	108219	3.8%
t	74305	2.6%
h	61300	2.2%
x	56741	2.0%
y	41735	1.5%
g	39464	1.4%
u	38016	1.3%
c	33300	1.2%
f	32562	1.2%
p	32019	1.1%
w	28128	1.0%
k	21269	0.8%
v	17166	0.6%
m	16328	0.6%
b	11158	0.4%
z	9364	0.3%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	48442	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	3285781	98.5%
Common	48442	1.5%

Most frequent Latin characters

Value	Count	Frequency (%)
a	433977	13.2%
i	371936	11.3%
o	293474	8.9%
n	250517	7.6%
s	228524	7.0%
e	218565	6.7%
r	218098	6.6%
l	188474	5.7%
d	108219	3.3%
t	74305	2.3%
C	70155	2.1%
F	67320	2.0%
T	63408	1.9%
h	61300	1.9%
x	56741	1.7%
M	53866	1.6%
N	45078	1.4%
y	41735	1.3%
g	39464	1.2%
u	38016	1.2%
c	33300	1.0%
f	32562	1.0%
p	32019	1.0%
w	28128	0.9%
A	24019	0.7%
Other values (20)	212581	6.5%

Most frequent Common characters

Value	Count	Frequency (%)
	48442	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3334223	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
a	433977	13.0%
i	371936	11.2%
o	293474	8.8%
n	250517	7.5%
s	228524	6.9%
e	218565	6.6%
r	218098	6.5%
l	188474	5.7%
d	108219	3.2%
t	74305	2.2%
C	70155	2.1%
F	67320	2.0%
T	63408	1.9%
h	61300	1.8%
x	56741	1.7%
M	53866	1.6%
	48442	1.5%
N	45078	1.4%
y	41735	1.3%
g	39464	1.2%
u	38016	1.1%
c	33300	1.0%
f	32562	1.0%
p	32019	1.0%
w	28128	0.8%
Other values (21)	236600	7.1%

ProductGroup
Categorical

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.1 MiB

TEX	104230
TTT	82582
BL	81401
WL	73216
SSL	45011

Value	Count	Frequency (%)
TEX	104230	25.3%
TTT	82582	20.0%
BL	81401	19.7%
WL	73216	17.7%
SSL	45011	10.9%
MG	26258	6.4%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	3
Median length	3
Mean length	2.561725523
Min length	2

Overview of Unicode Properties

Unique unicode characters	9
Unique unicode categories	1 ?
Unique unicode scripts	1 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
T	351976	33.3%
L	199628	18.9%
E	104230	9.9%
X	104230	9.9%
S	90022	8.5%
B	81401	7.7%
W	73216	6.9%
M	26258	2.5%
G	26258	2.5%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	1057219	100.0%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
T	351976	33.3%
L	199628	18.9%
E	104230	9.9%
X	104230	9.9%
S	90022	8.5%
B	81401	7.7%
W	73216	6.9%
M	26258	2.5%
G	26258	2.5%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1057219	100.0%

Most frequent Latin characters

Value	Count	Frequency (%)
T	351976	33.3%
L	199628	18.9%
E	104230	9.9%
X	104230	9.9%
S	90022	8.5%
B	81401	7.7%
W	73216	6.9%
M	26258	2.5%
G	26258	2.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1057219	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
T	351976	33.3%
L	199628	18.9%
E	104230	9.9%
X	104230	9.9%
S	90022	8.5%
B	81401	7.7%
W	73216	6.9%
M	26258	2.5%
G	26258	2.5%

ProductGroupDesc
Categorical

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	3.1 MiB

Track Excavators	104230
Track Type Tractors	82582
Backhoe Loaders	81401
Wheel Loader	73216
Skid Steer Loaders	45011

Value	Count	Frequency (%)
Track Excavators	104230	25.3%
Track Type Tractors	82582	20.0%
Backhoe Loaders	81401	19.7%
Wheel Loader	73216	17.7%
Skid Steer Loaders	45011	10.9%
Motor Graders	26258	6.4%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	19
Median length	16
Mean length	15.72068922
Min length	12

Overview of Unicode Properties

Unique unicode characters	25
Unique unicode categories	3 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
a	785141	12.1%
r	779619	12.0%
e	626323	9.7%
	540291	8.3%
o	520357	8.0%
c	455025	7.0%
T	351976	5.4%
s	339482	5.2%
k	313224	4.8%
d	270897	4.2%
t	258081	4.0%
L	199628	3.1%
h	154617	2.4%
E	104230	1.6%
x	104230	1.6%
v	104230	1.6%
S	90022	1.4%
y	82582	1.3%
p	82582	1.3%
B	81401	1.3%
W	73216	1.1%
l	73216	1.1%
i	45011	0.7%
M	26258	0.4%
G	26258	0.4%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	4994617	77.0%
Uppercase Letter	952989	14.7%
Space Separator	540291	8.3%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
T	351976	36.9%
L	199628	20.9%
E	104230	10.9%
S	90022	9.4%
B	81401	8.5%
W	73216	7.7%
M	26258	2.8%
G	26258	2.8%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
a	785141	15.7%
r	779619	15.6%
e	626323	12.5%
o	520357	10.4%
c	455025	9.1%
s	339482	6.8%
k	313224	6.3%
d	270897	5.4%
t	258081	5.2%
h	154617	3.1%
x	104230	2.1%
v	104230	2.1%
y	82582	1.7%
p	82582	1.7%
l	73216	1.5%
i	45011	0.9%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	540291	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	5947606	91.7%
Common	540291	8.3%

Most frequent Latin characters

Value	Count	Frequency (%)
a	785141	13.2%
r	779619	13.1%
e	626323	10.5%
o	520357	8.7%
c	455025	7.7%
T	351976	5.9%
s	339482	5.7%
k	313224	5.3%
d	270897	4.6%
t	258081	4.3%
L	199628	3.4%
h	154617	2.6%
E	104230	1.8%
x	104230	1.8%
v	104230	1.8%
S	90022	1.5%
y	82582	1.4%
p	82582	1.4%
B	81401	1.4%
W	73216	1.2%
l	73216	1.2%
i	45011	0.8%
M	26258	0.4%
G	26258	0.4%

Most frequent Common characters

Value	Count	Frequency (%)
	540291	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	6487897	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
a	785141	12.1%
r	779619	12.0%
e	626323	9.7%
	540291	8.3%
o	520357	8.0%
c	455025	7.0%
T	351976	5.4%
s	339482	5.2%
k	313224	4.8%
d	270897	4.2%
t	258081	4.0%
L	199628	3.1%
h	154617	2.4%
E	104230	1.6%
x	104230	1.6%
v	104230	1.6%
S	90022	1.4%
y	82582	1.3%
p	82582	1.3%
B	81401	1.3%
W	73216	1.1%
l	73216	1.1%
i	45011	0.7%
M	26258	0.4%
G	26258	0.4%

Drive_System
Categorical

MISSING

Distinct	4
Distinct (%)	< 0.1%
Missing	305611
Missing (%)	74.1%
Memory size	3.1 MiB

Two Wheel Drive	47546
Four Wheel Drive	33551
No	25166
All Wheel Drive	824

Value	Count	Frequency (%)
Two Wheel Drive	47546	11.5%
Four Wheel Drive	33551	8.1%
No	25166	6.1%
All Wheel Drive	824	0.2%
(Missing)	305611	74.1%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	16
Median length	3
Mean length	5.402330518
Min length	2

Overview of Unicode Properties

Unique unicode characters	18
Unique unicode categories	3 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
n	611222	27.4%
a	305611	13.7%
e	245763	11.0%
	163842	7.3%
r	115472	5.2%
o	106263	4.8%
l	83569	3.7%
W	81921	3.7%
h	81921	3.7%
D	81921	3.7%
i	81921	3.7%
v	81921	3.7%
T	47546	2.1%
w	47546	2.1%
F	33551	1.5%
u	33551	1.5%
N	25166	1.1%
A	824	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1794760	80.5%
Uppercase Letter	270929	12.2%
Space Separator	163842	7.3%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
n	611222	34.1%
a	305611	17.0%
e	245763	13.7%
r	115472	6.4%
o	106263	5.9%
l	83569	4.7%
h	81921	4.6%
i	81921	4.6%
v	81921	4.6%
w	47546	2.6%
u	33551	1.9%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
W	81921	30.2%
D	81921	30.2%
T	47546	17.5%
F	33551	12.4%
N	25166	9.3%
A	824	0.3%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	163842	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	2065689	92.7%
Common	163842	7.3%

Most frequent Latin characters

Value	Count	Frequency (%)
n	611222	29.6%
a	305611	14.8%
e	245763	11.9%
r	115472	5.6%
o	106263	5.1%
l	83569	4.0%
W	81921	4.0%
h	81921	4.0%
D	81921	4.0%
i	81921	4.0%
v	81921	4.0%
T	47546	2.3%
w	47546	2.3%
F	33551	1.6%
u	33551	1.6%
N	25166	1.2%
A	824	< 0.1%

Most frequent Common characters

Value	Count	Frequency (%)
	163842	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2229531	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
n	611222	27.4%
a	305611	13.7%
e	245763	11.0%
	163842	7.3%
r	115472	5.2%
o	106263	4.8%
l	83569	3.7%
W	81921	3.7%
h	81921	3.7%
D	81921	3.7%
i	81921	3.7%
v	81921	3.7%
T	47546	2.1%
w	47546	2.1%
F	33551	1.5%
u	33551	1.5%
N	25166	1.1%
A	824	< 0.1%

Enclosure
Categorical

Distinct	6
Distinct (%)	< 0.1%
Missing	334
Missing (%)	0.1%
Memory size	3.1 MiB

OROPS	177971
EROPS	141769
EROPS w AC	92601
EROPS AC	18
NO ROPS	3

Value	Count	Frequency (%)
OROPS	177971	43.1%
EROPS	141769	34.4%
EROPS w AC	92601	22.4%
EROPS AC	18	< 0.1%
NO ROPS	3	< 0.1%
None or Unspecified	2	< 0.1%
(Missing)	334	0.1%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	19
Median length	5
Mean length	6.120492467
Min length	3

Overview of Unicode Properties

Unique unicode characters	22
Unique unicode categories	3 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
O	590336	23.4%
R	412362	16.3%
P	412362	16.3%
S	412362	16.3%
E	234388	9.3%
	185227	7.3%
A	92619	3.7%
C	92619	3.7%
w	92601	3.7%
n	672	< 0.1%
a	334	< 0.1%
e	6	< 0.1%
N	5	< 0.1%
o	4	< 0.1%
i	4	< 0.1%
r	2	< 0.1%
U	2	< 0.1%
s	2	< 0.1%
p	2	< 0.1%
c	2	< 0.1%
f	2	< 0.1%
d	2	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	2247055	89.0%
Space Separator	185227	7.3%
Lowercase Letter	93633	3.7%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
O	590336	26.3%
R	412362	18.4%
P	412362	18.4%
S	412362	18.4%
E	234388	10.4%
A	92619	4.1%
C	92619	4.1%
N	5	< 0.1%
U	2	< 0.1%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	185227	100.0%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
w	92601	98.9%
n	672	0.7%
a	334	0.4%
e	6	< 0.1%
o	4	< 0.1%
i	4	< 0.1%
r	2	< 0.1%
s	2	< 0.1%
p	2	< 0.1%
c	2	< 0.1%
f	2	< 0.1%
d	2	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
Latin	2340688	92.7%
Common	185227	7.3%

Most frequent Latin characters

Value	Count	Frequency (%)
O	590336	25.2%
R	412362	17.6%
P	412362	17.6%
S	412362	17.6%
E	234388	10.0%
A	92619	4.0%
C	92619	4.0%
w	92601	4.0%
n	672	< 0.1%
a	334	< 0.1%
e	6	< 0.1%
N	5	< 0.1%
o	4	< 0.1%
i	4	< 0.1%
r	2	< 0.1%
U	2	< 0.1%
s	2	< 0.1%
p	2	< 0.1%
c	2	< 0.1%
f	2	< 0.1%
d	2	< 0.1%

Most frequent Common characters

Value	Count	Frequency (%)
	185227	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2525915	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
O	590336	23.4%
R	412362	16.3%
P	412362	16.3%
S	412362	16.3%
E	234388	9.3%
	185227	7.3%
A	92619	3.7%
C	92619	3.7%
w	92601	3.7%
n	672	< 0.1%
a	334	< 0.1%
e	6	< 0.1%
N	5	< 0.1%
o	4	< 0.1%
i	4	< 0.1%
r	2	< 0.1%
U	2	< 0.1%
s	2	< 0.1%
p	2	< 0.1%
c	2	< 0.1%
f	2	< 0.1%
d	2	< 0.1%

Forks
Categorical

MISSING

Distinct	2
Distinct (%)	< 0.1%
Missing	214983
Missing (%)	52.1%
Memory size	3.1 MiB

None or Unspecified	183061
Yes	14654

Value	Count	Frequency (%)
None or Unspecified	183061	44.4%
Yes	14654	3.6%
(Missing)	214983	52.1%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	19
Median length	3
Mean length	10.09714125
Min length	3

Overview of Unicode Properties

Unique unicode characters	15
Unique unicode categories	3 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
n	796088	19.1%
e	563837	13.5%
o	366122	8.8%
	366122	8.8%
i	366122	8.8%
a	214983	5.2%
s	197715	4.7%
N	183061	4.4%
r	183061	4.4%
U	183061	4.4%
p	183061	4.4%
c	183061	4.4%
f	183061	4.4%
d	183061	4.4%
Y	14654	0.4%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	3420172	82.1%
Uppercase Letter	380776	9.1%
Space Separator	366122	8.8%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
N	183061	48.1%
U	183061	48.1%
Y	14654	3.8%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
n	796088	23.3%
e	563837	16.5%
o	366122	10.7%
i	366122	10.7%
a	214983	6.3%
s	197715	5.8%
r	183061	5.4%
p	183061	5.4%
c	183061	5.4%
f	183061	5.4%
d	183061	5.4%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	366122	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	3800948	91.2%
Common	366122	8.8%

Most frequent Latin characters

Value	Count	Frequency (%)
n	796088	20.9%
e	563837	14.8%
o	366122	9.6%
i	366122	9.6%
a	214983	5.7%
s	197715	5.2%
N	183061	4.8%
r	183061	4.8%
U	183061	4.8%
p	183061	4.8%
c	183061	4.8%
f	183061	4.8%
d	183061	4.8%
Y	14654	0.4%

Most frequent Common characters

Value	Count	Frequency (%)
	366122	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	4167070	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
n	796088	19.1%
e	563837	13.5%
o	366122	8.8%
	366122	8.8%
i	366122	8.8%
a	214983	5.2%
s	197715	4.7%
N	183061	4.4%
r	183061	4.4%
U	183061	4.4%
p	183061	4.4%
c	183061	4.4%
f	183061	4.4%
d	183061	4.4%
Y	14654	0.4%

Pad_Type
Categorical

MISSING

Distinct	4
Distinct (%)	< 0.1%
Missing	331602
Missing (%)	80.3%
Memory size	3.1 MiB

None or Unspecified	72395
Reversible	5950
Street	2725
Grouser	26

Value	Count	Frequency (%)
None or Unspecified	72395	17.5%
Reversible	5950	1.4%
Street	2725	0.7%
Grouser	26	< 0.1%
(Missing)	331602	80.3%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	19
Median length	3
Mean length	5.927683197
Min length	3

Overview of Unicode Properties

Unique unicode characters	22
Unique unicode categories	3 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
n	807994	33.0%
a	331602	13.6%
e	240511	9.8%
i	150740	6.2%
o	144816	5.9%
	144790	5.9%
r	81122	3.3%
s	78371	3.2%
N	72395	3.0%
U	72395	3.0%
p	72395	3.0%
c	72395	3.0%
f	72395	3.0%
d	72395	3.0%
R	5950	0.2%
v	5950	0.2%
b	5950	0.2%
l	5950	0.2%
t	5450	0.2%
S	2725	0.1%
G	26	< 0.1%
u	26	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	2148062	87.8%
Uppercase Letter	153491	6.3%
Space Separator	144790	5.9%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
n	807994	37.6%
a	331602	15.4%
e	240511	11.2%
i	150740	7.0%
o	144816	6.7%
r	81122	3.8%
s	78371	3.6%
p	72395	3.4%
c	72395	3.4%
f	72395	3.4%
d	72395	3.4%
v	5950	0.3%
b	5950	0.3%
l	5950	0.3%
t	5450	0.3%
u	26	< 0.1%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
N	72395	47.2%
U	72395	47.2%
R	5950	3.9%
S	2725	1.8%
G	26	< 0.1%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	144790	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	2301553	94.1%
Common	144790	5.9%

Most frequent Latin characters

Value	Count	Frequency (%)
n	807994	35.1%
a	331602	14.4%
e	240511	10.4%
i	150740	6.5%
o	144816	6.3%
r	81122	3.5%
s	78371	3.4%
N	72395	3.1%
U	72395	3.1%
p	72395	3.1%
c	72395	3.1%
f	72395	3.1%
d	72395	3.1%
R	5950	0.3%
v	5950	0.3%
b	5950	0.3%
l	5950	0.3%
t	5450	0.2%
S	2725	0.1%
G	26	< 0.1%
u	26	< 0.1%

Most frequent Common characters

Value	Count	Frequency (%)
	144790	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2446343	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
n	807994	33.0%
a	331602	13.6%
e	240511	9.8%
i	150740	6.2%
o	144816	5.9%
	144790	5.9%
r	81122	3.3%
s	78371	3.2%
N	72395	3.0%
U	72395	3.0%
p	72395	3.0%
c	72395	3.0%
f	72395	3.0%
d	72395	3.0%
R	5950	0.2%
v	5950	0.2%
b	5950	0.2%
l	5950	0.2%
t	5450	0.2%
S	2725	0.1%
G	26	< 0.1%
u	26	< 0.1%

Ride_Control
Categorical

MISSING

Distinct	3
Distinct (%)	< 0.1%
Missing	259970
Missing (%)	63.0%
Memory size	3.1 MiB

No	79389
None or Unspecified	64693
Yes	8646

Value	Count	Frequency (%)
No	79389	19.2%
None or Unspecified	64693	15.7%
Yes	8646	2.1%
(Missing)	259970	63.0%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	19
Median length	3
Mean length	5.315734508
Min length	2

Overview of Unicode Properties

Unique unicode characters	15
Unique unicode categories	3 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
n	649326	29.6%
a	259970	11.9%
o	208775	9.5%
e	202725	9.2%
N	144082	6.6%
	129386	5.9%
i	129386	5.9%
s	73339	3.3%
r	64693	2.9%
U	64693	2.9%
p	64693	2.9%
c	64693	2.9%
f	64693	2.9%
d	64693	2.9%
Y	8646	0.4%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1846986	84.2%
Uppercase Letter	217421	9.9%
Space Separator	129386	5.9%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
N	144082	66.3%
U	64693	29.8%
Y	8646	4.0%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
n	649326	35.2%
a	259970	14.1%
o	208775	11.3%
e	202725	11.0%
i	129386	7.0%
s	73339	4.0%
r	64693	3.5%
p	64693	3.5%
c	64693	3.5%
f	64693	3.5%
d	64693	3.5%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	129386	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	2064407	94.1%
Common	129386	5.9%

Most frequent Latin characters

Value	Count	Frequency (%)
n	649326	31.5%
a	259970	12.6%
o	208775	10.1%
e	202725	9.8%
N	144082	7.0%
i	129386	6.3%
s	73339	3.6%
r	64693	3.1%
U	64693	3.1%
p	64693	3.1%
c	64693	3.1%
f	64693	3.1%
d	64693	3.1%
Y	8646	0.4%

Most frequent Common characters

Value	Count	Frequency (%)
	129386	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2193793	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
n	649326	29.6%
a	259970	11.9%
o	208775	9.5%
e	202725	9.2%
N	144082	6.6%
	129386	5.9%
i	129386	5.9%
s	73339	3.3%
r	64693	2.9%
U	64693	2.9%
p	64693	2.9%
c	64693	2.9%
f	64693	2.9%
d	64693	2.9%
Y	8646	0.4%

Stick
Categorical

MISSING

Distinct	2
Distinct (%)	< 0.1%
Missing	331602
Missing (%)	80.3%
Memory size	3.1 MiB

Standard	49854
Extended	31242

Value	Count	Frequency (%)
Standard	49854	12.1%
Extended	31242	7.6%
(Missing)	331602	80.3%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	8
Median length	3
Mean length	3.982510213
Min length	3

Overview of Unicode Properties

Unique unicode characters	9
Unique unicode categories	2 ?
Unique unicode scripts	1 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
n	744300	45.3%
a	431310	26.2%
d	162192	9.9%
t	81096	4.9%
e	62484	3.8%
S	49854	3.0%
r	49854	3.0%
E	31242	1.9%
x	31242	1.9%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1562478	95.1%
Uppercase Letter	81096	4.9%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
n	744300	47.6%
a	431310	27.6%
d	162192	10.4%
t	81096	5.2%
e	62484	4.0%
r	49854	3.2%
x	31242	2.0%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
S	49854	61.5%
E	31242	38.5%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1643574	100.0%

Most frequent Latin characters

Value	Count	Frequency (%)
n	744300	45.3%
a	431310	26.2%
d	162192	9.9%
t	81096	4.9%
e	62484	3.8%
S	49854	3.0%
r	49854	3.0%
E	31242	1.9%
x	31242	1.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1643574	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
n	744300	45.3%
a	431310	26.2%
d	162192	9.9%
t	81096	4.9%
e	62484	3.8%
S	49854	3.0%
r	49854	3.0%
E	31242	1.9%
x	31242	1.9%

Transmission
Categorical

MISSING

Distinct	8
Distinct (%)	< 0.1%
Missing	224691
Missing (%)	54.4%
Memory size	3.1 MiB

Standard	143915
None or Unspecified	23889
Powershift	11991
Powershuttle	4286
Hydrostatic	3342
Other values (3)	584

Value	Count	Frequency (%)
Standard	143915	34.9%
None or Unspecified	23889	5.8%
Powershift	11991	2.9%
Powershuttle	4286	1.0%
Hydrostatic	3342	0.8%
Direct Drive	422	0.1%
Autoshift	118	< 0.1%
AutoShift	44	< 0.1%
(Missing)	224691	54.4%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	19
Median length	3
Mean length	6.042941812
Min length	3

Overview of Unicode Properties

Unique unicode characters	26
Unique unicode categories	3 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
n	641075	25.7%
a	515863	20.7%
d	315061	12.6%
r	188267	7.5%
t	171908	6.9%
S	143959	5.8%
e	93074	3.7%
o	67559	2.7%
i	64117	2.6%
	48200	1.9%
s	43626	1.7%
f	36042	1.4%
c	27653	1.1%
N	23889	1.0%
U	23889	1.0%
p	23889	1.0%
h	16439	0.7%
P	16277	0.7%
w	16277	0.7%
u	4448	0.2%
l	4286	0.2%
H	3342	0.1%
y	3342	0.1%
D	844	< 0.1%
v	422	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	2233348	89.6%
Uppercase Letter	212362	8.5%
Space Separator	48200	1.9%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
n	641075	28.7%
a	515863	23.1%
d	315061	14.1%
r	188267	8.4%
t	171908	7.7%
e	93074	4.2%
o	67559	3.0%
i	64117	2.9%
s	43626	2.0%
f	36042	1.6%
c	27653	1.2%
p	23889	1.1%
h	16439	0.7%
w	16277	0.7%
u	4448	0.2%
l	4286	0.2%
y	3342	0.1%
v	422	< 0.1%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
S	143959	67.8%
N	23889	11.2%
U	23889	11.2%
P	16277	7.7%
H	3342	1.6%
D	844	0.4%
A	162	0.1%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	48200	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	2445710	98.1%
Common	48200	1.9%

Most frequent Latin characters

Value	Count	Frequency (%)
n	641075	26.2%
a	515863	21.1%
d	315061	12.9%
r	188267	7.7%
t	171908	7.0%
S	143959	5.9%
e	93074	3.8%
o	67559	2.8%
i	64117	2.6%
s	43626	1.8%
f	36042	1.5%
c	27653	1.1%
N	23889	1.0%
U	23889	1.0%
p	23889	1.0%
h	16439	0.7%
P	16277	0.7%
w	16277	0.7%
u	4448	0.2%
l	4286	0.2%
H	3342	0.1%
y	3342	0.1%
D	844	< 0.1%
v	422	< 0.1%
A	162	< 0.1%

Most frequent Common characters

Value	Count	Frequency (%)
	48200	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2493910	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
n	641075	25.7%
a	515863	20.7%
d	315061	12.6%
r	188267	7.5%
t	171908	6.9%
S	143959	5.8%
e	93074	3.7%
o	67559	2.7%
i	64117	2.6%
	48200	1.9%
s	43626	1.7%
f	36042	1.4%
c	27653	1.1%
N	23889	1.0%
U	23889	1.0%
p	23889	1.0%
h	16439	0.7%
P	16277	0.7%
w	16277	0.7%
u	4448	0.2%
l	4286	0.2%
H	3342	0.1%
y	3342	0.1%
D	844	< 0.1%
v	422	< 0.1%

Turbocharged
Categorical

MISSING

Distinct	2
Distinct (%)	< 0.1%
Missing	331602
Missing (%)	80.3%
Memory size	3.1 MiB

None or Unspecified	77111
Yes	3985

Value	Count	Frequency (%)
None or Unspecified	77111	18.7%
Yes	3985	1.0%
(Missing)	331602	80.3%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	19
Median length	3
Mean length	5.989537143
Min length	3

Overview of Unicode Properties

Unique unicode characters	15
Unique unicode categories	3 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
n	817426	33.1%
a	331602	13.4%
e	235318	9.5%
o	154222	6.2%
	154222	6.2%
i	154222	6.2%
s	81096	3.3%
N	77111	3.1%
r	77111	3.1%
U	77111	3.1%
p	77111	3.1%
c	77111	3.1%
f	77111	3.1%
d	77111	3.1%
Y	3985	0.2%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	2159441	87.4%
Uppercase Letter	158207	6.4%
Space Separator	154222	6.2%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
n	817426	37.9%
a	331602	15.4%
e	235318	10.9%
o	154222	7.1%
i	154222	7.1%
s	81096	3.8%
r	77111	3.6%
p	77111	3.6%
c	77111	3.6%
f	77111	3.6%
d	77111	3.6%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
N	77111	48.7%
U	77111	48.7%
Y	3985	2.5%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	154222	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	2317648	93.8%
Common	154222	6.2%

Most frequent Latin characters

Value	Count	Frequency (%)
n	817426	35.3%
a	331602	14.3%
e	235318	10.2%
o	154222	6.7%
i	154222	6.7%
s	81096	3.5%
N	77111	3.3%
r	77111	3.3%
U	77111	3.3%
p	77111	3.3%
c	77111	3.3%
f	77111	3.3%
d	77111	3.3%
Y	3985	0.2%

Most frequent Common characters

Value	Count	Frequency (%)
	154222	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2471870	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
n	817426	33.1%
a	331602	13.4%
e	235318	9.5%
o	154222	6.2%
	154222	6.2%
i	154222	6.2%
s	81096	3.3%
N	77111	3.1%
r	77111	3.1%
U	77111	3.1%
p	77111	3.1%
c	77111	3.1%
f	77111	3.1%
d	77111	3.1%
Y	3985	0.2%

Blade_Extension
Categorical

MISSING

Distinct	2
Distinct (%)	< 0.1%
Missing	386715
Missing (%)	93.7%
Memory size	3.1 MiB

None or Unspecified	25406
Yes	577

Value	Count	Frequency (%)
None or Unspecified	25406	6.2%
Yes	577	0.1%
(Missing)	386715	93.7%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	19
Median length	3
Mean length	3.984972062
Min length	3

Overview of Unicode Properties

Unique unicode characters	15
Unique unicode categories	3 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
n	824242	50.1%
a	386715	23.5%
e	76795	4.7%
o	50812	3.1%
	50812	3.1%
i	50812	3.1%
s	25983	1.6%
N	25406	1.5%
r	25406	1.5%
U	25406	1.5%
p	25406	1.5%
c	25406	1.5%
f	25406	1.5%
d	25406	1.5%
Y	577	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1542389	93.8%
Uppercase Letter	51389	3.1%
Space Separator	50812	3.1%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
n	824242	53.4%
a	386715	25.1%
e	76795	5.0%
o	50812	3.3%
i	50812	3.3%
s	25983	1.7%
r	25406	1.6%
p	25406	1.6%
c	25406	1.6%
f	25406	1.6%
d	25406	1.6%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
N	25406	49.4%
U	25406	49.4%
Y	577	1.1%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	50812	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1593778	96.9%
Common	50812	3.1%

Most frequent Latin characters

Value	Count	Frequency (%)
n	824242	51.7%
a	386715	24.3%
e	76795	4.8%
o	50812	3.2%
i	50812	3.2%
s	25983	1.6%
N	25406	1.6%
r	25406	1.6%
U	25406	1.6%
p	25406	1.6%
c	25406	1.6%
f	25406	1.6%
d	25406	1.6%
Y	577	< 0.1%

Most frequent Common characters

Value	Count	Frequency (%)
	50812	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1644590	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
n	824242	50.1%
a	386715	23.5%
e	76795	4.7%
o	50812	3.1%
	50812	3.1%
i	50812	3.1%
s	25983	1.6%
N	25406	1.5%
r	25406	1.5%
U	25406	1.5%
p	25406	1.5%
c	25406	1.5%
f	25406	1.5%
d	25406	1.5%
Y	577	< 0.1%

Blade_Width
Categorical

MISSING

Distinct	6
Distinct (%)	< 0.1%
Missing	386715
Missing (%)	93.7%
Memory size	3.1 MiB

14'	9867
None or Unspecified	9521
12'	5201
16'	960
13'	335

Value	Count	Frequency (%)
14'	9867	2.4%
None or Unspecified	9521	2.3%
12'	5201	1.3%
16'	960	0.2%
13'	335	0.1%
<12'	99	< 0.1%
(Missing)	386715	93.7%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	19
Median length	3
Mean length	3.3693621
Min length	3

Overview of Unicode Properties

Unique unicode characters	21
Unique unicode categories	6 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
n	792472	57.0%
a	386715	27.8%
e	28563	2.1%
o	19042	1.4%
	19042	1.4%
i	19042	1.4%
1	16462	1.2%
'	16462	1.2%
4	9867	0.7%
N	9521	0.7%
r	9521	0.7%
U	9521	0.7%
s	9521	0.7%
p	9521	0.7%
c	9521	0.7%
f	9521	0.7%
d	9521	0.7%
2	5300	0.4%
6	960	0.1%
3	335	< 0.1%
<	99	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1302960	93.7%
Decimal Number	32924	2.4%
Uppercase Letter	19042	1.4%
Space Separator	19042	1.4%
Other Punctuation	16462	1.2%
Math Symbol	99	< 0.1%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
n	792472	60.8%
a	386715	29.7%
e	28563	2.2%
o	19042	1.5%
i	19042	1.5%
r	9521	0.7%
s	9521	0.7%
p	9521	0.7%
c	9521	0.7%
f	9521	0.7%
d	9521	0.7%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
N	9521	50.0%
U	9521	50.0%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	19042	100.0%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
1	16462	50.0%
4	9867	30.0%
2	5300	16.1%
6	960	2.9%
3	335	1.0%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
'	16462	100.0%

Most frequent Math Symbol characters

Value	Count	Frequency (%)
<	99	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1322002	95.1%
Common	68527	4.9%

Most frequent Latin characters

Value	Count	Frequency (%)
n	792472	59.9%
a	386715	29.3%
e	28563	2.2%
o	19042	1.4%
i	19042	1.4%
N	9521	0.7%
r	9521	0.7%
U	9521	0.7%
s	9521	0.7%
p	9521	0.7%
c	9521	0.7%
f	9521	0.7%
d	9521	0.7%

Most frequent Common characters

Value	Count	Frequency (%)
	19042	27.8%
1	16462	24.0%
'	16462	24.0%
4	9867	14.4%
2	5300	7.7%
6	960	1.4%
3	335	0.5%
<	99	0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1390529	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
n	792472	57.0%
a	386715	27.8%
e	28563	2.1%
o	19042	1.4%
	19042	1.4%
i	19042	1.4%
1	16462	1.2%
'	16462	1.2%
4	9867	0.7%
N	9521	0.7%
r	9521	0.7%
U	9521	0.7%
s	9521	0.7%
p	9521	0.7%
c	9521	0.7%
f	9521	0.7%
d	9521	0.7%
2	5300	0.4%
6	960	0.1%
3	335	< 0.1%
<	99	< 0.1%

Enclosure_Type
Categorical

MISSING

Distinct	3
Distinct (%)	< 0.1%
Missing	386715
Missing (%)	93.7%
Memory size	3.1 MiB

None or Unspecified	22469
Low Profile	2675
High Profile	839

Value	Count	Frequency (%)
None or Unspecified	22469	5.4%
Low Profile	2675	0.6%
High Profile	839	0.2%
(Missing)	386715	93.7%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	19
Median length	3
Mean length	3.941257287
Min length	3

Overview of Unicode Properties

Unique unicode characters	21
Unique unicode categories	3 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
n	818368	50.3%
a	386715	23.8%
e	70921	4.4%
o	51127	3.1%
i	49291	3.0%
	48452	3.0%
r	25983	1.6%
f	25983	1.6%
N	22469	1.4%
U	22469	1.4%
s	22469	1.4%
p	22469	1.4%
c	22469	1.4%
d	22469	1.4%
P	3514	0.2%
l	3514	0.2%
L	2675	0.2%
w	2675	0.2%
H	839	0.1%
g	839	0.1%
h	839	0.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1526131	93.8%
Uppercase Letter	51966	3.2%
Space Separator	48452	3.0%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
n	818368	53.6%
a	386715	25.3%
e	70921	4.6%
o	51127	3.4%
i	49291	3.2%
r	25983	1.7%
f	25983	1.7%
s	22469	1.5%
p	22469	1.5%
c	22469	1.5%
d	22469	1.5%
l	3514	0.2%
w	2675	0.2%
g	839	0.1%
h	839	0.1%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
N	22469	43.2%
U	22469	43.2%
P	3514	6.8%
L	2675	5.1%
H	839	1.6%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	48452	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1578097	97.0%
Common	48452	3.0%

Most frequent Latin characters

Value	Count	Frequency (%)
n	818368	51.9%
a	386715	24.5%
e	70921	4.5%
o	51127	3.2%
i	49291	3.1%
r	25983	1.6%
f	25983	1.6%
N	22469	1.4%
U	22469	1.4%
s	22469	1.4%
p	22469	1.4%
c	22469	1.4%
d	22469	1.4%
P	3514	0.2%
l	3514	0.2%
L	2675	0.2%
w	2675	0.2%
H	839	0.1%
g	839	0.1%
h	839	0.1%

Most frequent Common characters

Value	Count	Frequency (%)
	48452	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1626549	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
n	818368	50.3%
a	386715	23.8%
e	70921	4.4%
o	51127	3.1%
i	49291	3.0%
	48452	3.0%
r	25983	1.6%
f	25983	1.6%
N	22469	1.4%
U	22469	1.4%
s	22469	1.4%
p	22469	1.4%
c	22469	1.4%
d	22469	1.4%
P	3514	0.2%
l	3514	0.2%
L	2675	0.2%
w	2675	0.2%
H	839	0.1%
g	839	0.1%
h	839	0.1%

Engine_Horsepower
Categorical

MISSING

Distinct	2
Distinct (%)	< 0.1%
Missing	386715
Missing (%)	93.7%
Memory size	3.1 MiB

No	24642
Variable	1341

Value	Count	Frequency (%)
No	24642	6.0%
Variable	1341	0.3%
(Missing)	386715	93.7%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	8
Median length	3
Mean length	2.956537226
Min length	2

Overview of Unicode Properties

Unique unicode characters	10
Unique unicode categories	2 ?
Unique unicode scripts	1 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
n	773430	63.4%
a	389397	31.9%
N	24642	2.0%
o	24642	2.0%
V	1341	0.1%
r	1341	0.1%
i	1341	0.1%
b	1341	0.1%
l	1341	0.1%
e	1341	0.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1194174	97.9%
Uppercase Letter	25983	2.1%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
n	773430	64.8%
a	389397	32.6%
o	24642	2.1%
r	1341	0.1%
i	1341	0.1%
b	1341	0.1%
l	1341	0.1%
e	1341	0.1%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
N	24642	94.8%
V	1341	5.2%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1220157	100.0%

Most frequent Latin characters

Value	Count	Frequency (%)
n	773430	63.4%
a	389397	31.9%
N	24642	2.0%
o	24642	2.0%
V	1341	0.1%
r	1341	0.1%
i	1341	0.1%
b	1341	0.1%
l	1341	0.1%
e	1341	0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1220157	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
n	773430	63.4%
a	389397	31.9%
N	24642	2.0%
o	24642	2.0%
V	1341	0.1%
r	1341	0.1%
i	1341	0.1%
b	1341	0.1%
l	1341	0.1%
e	1341	0.1%

Hydraulics
Categorical

MISSING

Distinct	12
Distinct (%)	< 0.1%
Missing	82565
Missing (%)	20.0%
Memory size	3.1 MiB

2 Valve	145317
Standard	106515
Auxiliary	43224
Base + 1 Function	25511
3 Valve	5807
Other values (7)	3759

Common Values
Overview

Value	Count	Frequency (%)
2 Valve	145317	35.2%
Standard	106515	25.8%
Auxiliary	43224	10.5%
Base + 1 Function	25511	6.2%
3 Valve	5807	1.4%
4 Valve	3077	0.7%
Base + 3 Function	311	0.1%
Base + 2 Function	132	< 0.1%
Base + 5 Function	94	< 0.1%
Base + 4 Function	81	< 0.1%
Base + 6 Function	54	< 0.1%
None or Unspecified	10	< 0.1%
(Missing)	82565	20.0%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	19
Median length	7
Mean length	7.30204411
Min length	3

Overview of Unicode Properties

Unique unicode characters	32
Unique unicode categories	5 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
a	519203	17.2%
n	324031	10.8%
	232770	7.7%
d	213040	7.1%
l	197425	6.6%
e	180414	6.0%
V	154201	5.1%
v	154201	5.1%
r	149749	5.0%
2	145449	4.8%
t	132698	4.4%
i	112651	3.7%
S	106515	3.5%
u	69407	2.3%
A	43224	1.4%
x	43224	1.4%
y	43224	1.4%
o	26203	0.9%
s	26193	0.9%
c	26193	0.9%
B	26183	0.9%
+	26183	0.9%
F	26183	0.9%
1	25511	0.8%
3	6118	0.2%
Other values (7)	3346	0.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	2217876	73.6%
Uppercase Letter	356326	11.8%
Space Separator	232770	7.7%
Decimal Number	180384	6.0%
Math Symbol	26183	0.9%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
2	145449	80.6%
1	25511	14.1%
3	6118	3.4%
4	3158	1.8%
5	94	0.1%
6	54	< 0.1%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	232770	100.0%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
V	154201	43.3%
S	106515	29.9%
A	43224	12.1%
B	26183	7.3%
F	26183	7.3%
N	10	< 0.1%
U	10	< 0.1%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
a	519203	23.4%
n	324031	14.6%
d	213040	9.6%
l	197425	8.9%
e	180414	8.1%
v	154201	7.0%
r	149749	6.8%
t	132698	6.0%
i	112651	5.1%
u	69407	3.1%
x	43224	1.9%
y	43224	1.9%
o	26203	1.2%
s	26193	1.2%
c	26193	1.2%
p	10	< 0.1%
f	10	< 0.1%

Most frequent Math Symbol characters

Value	Count	Frequency (%)
+	26183	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	2574202	85.4%
Common	439337	14.6%

Most frequent Common characters

Value	Count	Frequency (%)
	232770	53.0%
2	145449	33.1%
+	26183	6.0%
1	25511	5.8%
3	6118	1.4%
4	3158	0.7%
5	94	< 0.1%
6	54	< 0.1%

Most frequent Latin characters

Value	Count	Frequency (%)
a	519203	20.2%
n	324031	12.6%
d	213040	8.3%
l	197425	7.7%
e	180414	7.0%
V	154201	6.0%
v	154201	6.0%
r	149749	5.8%
t	132698	5.2%
i	112651	4.4%
S	106515	4.1%
u	69407	2.7%
A	43224	1.7%
x	43224	1.7%
y	43224	1.7%
o	26203	1.0%
s	26193	1.0%
c	26193	1.0%
B	26183	1.0%
F	26183	1.0%
N	10	< 0.1%
U	10	< 0.1%
p	10	< 0.1%
f	10	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3013539	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
a	519203	17.2%
n	324031	10.8%
	232770	7.7%
d	213040	7.1%
l	197425	6.6%
e	180414	6.0%
V	154201	5.1%
v	154201	5.1%
r	149749	5.0%
2	145449	4.8%
t	132698	4.4%
i	112651	3.7%
S	106515	3.5%
u	69407	2.3%
A	43224	1.4%
x	43224	1.4%
y	43224	1.4%
o	26203	0.9%
s	26193	0.9%
c	26193	0.9%
B	26183	0.9%
+	26183	0.9%
F	26183	0.9%
1	25511	0.8%
3	6118	0.2%
Other values (7)	3346	0.1%

Pushblock
Categorical

MISSING

Distinct	2
Distinct (%)	< 0.1%
Missing	386715
Missing (%)	93.7%
Memory size	3.1 MiB

None or Unspecified	20017
Yes	5966

Value	Count	Frequency (%)
None or Unspecified	20017	4.9%
Yes	5966	1.4%
(Missing)	386715	93.7%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	19
Median length	3
Mean length	3.776044468
Min length	3

Overview of Unicode Properties

Unique unicode characters	15
Unique unicode categories	3 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
n	813464	52.2%
a	386715	24.8%
e	66017	4.2%
o	40034	2.6%
	40034	2.6%
i	40034	2.6%
s	25983	1.7%
N	20017	1.3%
r	20017	1.3%
U	20017	1.3%
p	20017	1.3%
c	20017	1.3%
f	20017	1.3%
d	20017	1.3%
Y	5966	0.4%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1472332	94.5%
Uppercase Letter	46000	3.0%
Space Separator	40034	2.6%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
n	813464	55.3%
a	386715	26.3%
e	66017	4.5%
o	40034	2.7%
i	40034	2.7%
s	25983	1.8%
r	20017	1.4%
p	20017	1.4%
c	20017	1.4%
f	20017	1.4%
d	20017	1.4%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
N	20017	43.5%
U	20017	43.5%
Y	5966	13.0%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	40034	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1518332	97.4%
Common	40034	2.6%

Most frequent Latin characters

Value	Count	Frequency (%)
n	813464	53.6%
a	386715	25.5%
e	66017	4.3%
o	40034	2.6%
i	40034	2.6%
s	25983	1.7%
N	20017	1.3%
r	20017	1.3%
U	20017	1.3%
p	20017	1.3%
c	20017	1.3%
f	20017	1.3%
d	20017	1.3%
Y	5966	0.4%

Most frequent Common characters

Value	Count	Frequency (%)
	40034	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1558366	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
n	813464	52.2%
a	386715	24.8%
e	66017	4.2%
o	40034	2.6%
	40034	2.6%
i	40034	2.6%
s	25983	1.7%
N	20017	1.3%
r	20017	1.3%
U	20017	1.3%
p	20017	1.3%
c	20017	1.3%
f	20017	1.3%
d	20017	1.3%
Y	5966	0.4%

Ripper
Categorical

MISSING

Distinct	4
Distinct (%)	< 0.1%
Missing	305753
Missing (%)	74.1%
Memory size	3.1 MiB

None or Unspecified	85405
Yes	8185
Multi Shank	8071
Single Shank	5284

Value	Count	Frequency (%)
None or Unspecified	85405	20.7%
Yes	8185	2.0%
Multi Shank	8071	2.0%
Single Shank	5284	1.3%
(Missing)	305753	74.1%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	19
Median length	3
Mean length	6.582774814
Min length	3

Overview of Unicode Properties

Unique unicode characters	23
Unique unicode categories	3 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
n	800955	29.5%
a	319108	11.7%
e	269684	9.9%
	184165	6.8%
i	184165	6.8%
o	170810	6.3%
s	93590	3.4%
N	85405	3.1%
r	85405	3.1%
U	85405	3.1%
p	85405	3.1%
c	85405	3.1%
f	85405	3.1%
d	85405	3.1%
S	18639	0.7%
l	13355	0.5%
h	13355	0.5%
k	13355	0.5%
Y	8185	0.3%
M	8071	0.3%
u	8071	0.3%
t	8071	0.3%
g	5284	0.2%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	2326828	85.6%
Uppercase Letter	205705	7.6%
Space Separator	184165	6.8%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
n	800955	34.4%
a	319108	13.7%
e	269684	11.6%
i	184165	7.9%
o	170810	7.3%
s	93590	4.0%
r	85405	3.7%
p	85405	3.7%
c	85405	3.7%
f	85405	3.7%
d	85405	3.7%
l	13355	0.6%
h	13355	0.6%
k	13355	0.6%
u	8071	0.3%
t	8071	0.3%
g	5284	0.2%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
N	85405	41.5%
U	85405	41.5%
S	18639	9.1%
Y	8185	4.0%
M	8071	3.9%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	184165	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	2532533	93.2%
Common	184165	6.8%

Most frequent Latin characters

Value	Count	Frequency (%)
n	800955	31.6%
a	319108	12.6%
e	269684	10.6%
i	184165	7.3%
o	170810	6.7%
s	93590	3.7%
N	85405	3.4%
r	85405	3.4%
U	85405	3.4%
p	85405	3.4%
c	85405	3.4%
f	85405	3.4%
d	85405	3.4%
S	18639	0.7%
l	13355	0.5%
h	13355	0.5%
k	13355	0.5%
Y	8185	0.3%
M	8071	0.3%
u	8071	0.3%
t	8071	0.3%
g	5284	0.2%

Most frequent Common characters

Value	Count	Frequency (%)
	184165	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2716698	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
n	800955	29.5%
a	319108	11.7%
e	269684	9.9%
	184165	6.8%
i	184165	6.8%
o	170810	6.3%
s	93590	3.4%
N	85405	3.1%
r	85405	3.1%
U	85405	3.1%
p	85405	3.1%
c	85405	3.1%
f	85405	3.1%
d	85405	3.1%
S	18639	0.7%
l	13355	0.5%
h	13355	0.5%
k	13355	0.5%
Y	8185	0.3%
M	8071	0.3%
u	8071	0.3%
t	8071	0.3%
g	5284	0.2%

Scarifier
Categorical

MISSING

Distinct	2
Distinct (%)	< 0.1%
Missing	386704
Missing (%)	93.7%
Memory size	3.1 MiB

None or Unspecified	13033
Yes	12961

Value	Count	Frequency (%)
None or Unspecified	13033	3.2%
Yes	12961	3.1%
(Missing)	386704	93.7%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	19
Median length	3
Mean length	3.50527989
Min length	3

Overview of Unicode Properties

Unique unicode characters	15
Unique unicode categories	3 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
n	799474	55.3%
a	386704	26.7%
e	52060	3.6%
o	26066	1.8%
	26066	1.8%
i	26066	1.8%
s	25994	1.8%
N	13033	0.9%
r	13033	0.9%
U	13033	0.9%
p	13033	0.9%
c	13033	0.9%
f	13033	0.9%
d	13033	0.9%
Y	12961	0.9%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1381529	95.5%
Uppercase Letter	39027	2.7%
Space Separator	26066	1.8%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
n	799474	57.9%
a	386704	28.0%
e	52060	3.8%
o	26066	1.9%
i	26066	1.9%
s	25994	1.9%
r	13033	0.9%
p	13033	0.9%
c	13033	0.9%
f	13033	0.9%
d	13033	0.9%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
N	13033	33.4%
U	13033	33.4%
Y	12961	33.2%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	26066	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1420556	98.2%
Common	26066	1.8%

Most frequent Latin characters

Value	Count	Frequency (%)
n	799474	56.3%
a	386704	27.2%
e	52060	3.7%
o	26066	1.8%
i	26066	1.8%
s	25994	1.8%
N	13033	0.9%
r	13033	0.9%
U	13033	0.9%
p	13033	0.9%
c	13033	0.9%
f	13033	0.9%
d	13033	0.9%
Y	12961	0.9%

Most frequent Common characters

Value	Count	Frequency (%)
	26066	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1446622	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
n	799474	55.3%
a	386704	26.7%
e	52060	3.6%
o	26066	1.8%
	26066	1.8%
i	26066	1.8%
s	25994	1.8%
N	13033	0.9%
r	13033	0.9%
U	13033	0.9%
p	13033	0.9%
c	13033	0.9%
f	13033	0.9%
d	13033	0.9%
Y	12961	0.9%

Tip_Control
Categorical

MISSING

Distinct	3
Distinct (%)	< 0.1%
Missing	386715
Missing (%)	93.7%
Memory size	3.1 MiB

None or Unspecified	16832
Sideshift & Tip	7164
Tip	1987

Value	Count	Frequency (%)
None or Unspecified	16832	4.1%
Sideshift & Tip	7164	1.7%
Tip	1987	0.5%
(Missing)	386715	93.7%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	19
Median length	3
Mean length	3.86087163
Min length	3

Overview of Unicode Properties

Unique unicode characters	19
Unique unicode categories	4 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
n	807094	50.7%
a	386715	24.3%
e	57660	3.6%
i	57143	3.6%
	47992	3.0%
o	33664	2.1%
p	25983	1.6%
d	23996	1.5%
s	23996	1.5%
f	23996	1.5%
N	16832	1.1%
r	16832	1.1%
U	16832	1.1%
c	16832	1.1%
T	9151	0.6%
S	7164	0.4%
h	7164	0.4%
t	7164	0.4%
&	7164	0.4%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1488239	93.4%
Uppercase Letter	49979	3.1%
Space Separator	47992	3.0%
Other Punctuation	7164	0.4%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
n	807094	54.2%
a	386715	26.0%
e	57660	3.9%
i	57143	3.8%
o	33664	2.3%
p	25983	1.7%
d	23996	1.6%
s	23996	1.6%
f	23996	1.6%
r	16832	1.1%
c	16832	1.1%
h	7164	0.5%
t	7164	0.5%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
N	16832	33.7%
U	16832	33.7%
T	9151	18.3%
S	7164	14.3%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	47992	100.0%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
&	7164	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1538218	96.5%
Common	55156	3.5%

Most frequent Latin characters

Value	Count	Frequency (%)
n	807094	52.5%
a	386715	25.1%
e	57660	3.7%
i	57143	3.7%
o	33664	2.2%
p	25983	1.7%
d	23996	1.6%
s	23996	1.6%
f	23996	1.6%
N	16832	1.1%
r	16832	1.1%
U	16832	1.1%
c	16832	1.1%
T	9151	0.6%
S	7164	0.5%
h	7164	0.5%
t	7164	0.5%

Most frequent Common characters

Value	Count	Frequency (%)
	47992	87.0%
&	7164	13.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1593374	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
n	807094	50.7%
a	386715	24.3%
e	57660	3.6%
i	57143	3.6%
	47992	3.0%
o	33664	2.1%
p	25983	1.6%
d	23996	1.5%
s	23996	1.5%
f	23996	1.5%
N	16832	1.1%
r	16832	1.1%
U	16832	1.1%
c	16832	1.1%
T	9151	0.6%
S	7164	0.4%
h	7164	0.4%
t	7164	0.4%
&	7164	0.4%

Tire_Size
Categorical

MISSING

Distinct	17
Distinct (%)	< 0.1%
Missing	315060
Missing (%)	76.3%
Memory size	3.1 MiB

None or Unspecified	47823
20.5	15773
14"	9111
23.5	8760
26.5	4635
Other values (12)	11536

Common Values
Overview

Value	Count	Frequency (%)
None or Unspecified	47823	11.6%
20.5	15773	3.8%
14"	9111	2.2%
23.5	8760	2.1%
26.5	4635	1.1%
17.5	3971	1.0%
29.5	2767	0.7%
17.5"	1815	0.4%
13"	776	0.2%
20.5"	737	0.2%
15.5	610	0.1%
15.5"	463	0.1%
23.5"	309	0.1%
7.0"	56	< 0.1%
23.1"	20	< 0.1%
10"	9	< 0.1%
10 inch	3	< 0.1%
(Missing)	315060	76.3%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	19
Median length	3
Mean length	4.958914267
Min length	3

Overview of Unicode Properties

Unique unicode characters	26
Unique unicode categories	5 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
n	725769	35.5%
a	315060	15.4%
e	143469	7.0%
	95649	4.7%
i	95649	4.7%
o	95646	4.7%
c	47826	2.3%
N	47823	2.3%
r	47823	2.3%
U	47823	2.3%
s	47823	2.3%
p	47823	2.3%
f	47823	2.3%
d	47823	2.3%
5	40913	2.0%
.	39916	2.0%
2	33001	1.6%
1	16778	0.8%
0	16578	0.8%
"	13296	0.6%
3	9865	0.5%
4	9111	0.4%
7	5842	0.3%
6	4635	0.2%
9	2767	0.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1662537	81.2%
Decimal Number	139490	6.8%
Space Separator	95649	4.7%
Uppercase Letter	95646	4.7%
Other Punctuation	53212	2.6%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
N	47823	50.0%
U	47823	50.0%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
n	725769	43.7%
a	315060	19.0%
e	143469	8.6%
i	95649	5.8%
o	95646	5.8%
c	47826	2.9%
r	47823	2.9%
s	47823	2.9%
p	47823	2.9%
f	47823	2.9%
d	47823	2.9%
h	3	< 0.1%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	95649	100.0%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
5	40913	29.3%
2	33001	23.7%
1	16778	12.0%
0	16578	11.9%
3	9865	7.1%
4	9111	6.5%
7	5842	4.2%
6	4635	3.3%
9	2767	2.0%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
.	39916	75.0%
"	13296	25.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1758183	85.9%
Common	288351	14.1%

Most frequent Latin characters

Value	Count	Frequency (%)
n	725769	41.3%
a	315060	17.9%
e	143469	8.2%
i	95649	5.4%
o	95646	5.4%
c	47826	2.7%
N	47823	2.7%
r	47823	2.7%
U	47823	2.7%
s	47823	2.7%
p	47823	2.7%
f	47823	2.7%
d	47823	2.7%
h	3	< 0.1%

Most frequent Common characters

Value	Count	Frequency (%)
	95649	33.2%
5	40913	14.2%
.	39916	13.8%
2	33001	11.4%
1	16778	5.8%
0	16578	5.7%
"	13296	4.6%
3	9865	3.4%
4	9111	3.2%
7	5842	2.0%
6	4635	1.6%
9	2767	1.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2046534	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
n	725769	35.5%
a	315060	15.4%
e	143469	7.0%
	95649	4.7%
i	95649	4.7%
o	95646	4.7%
c	47826	2.3%
N	47823	2.3%
r	47823	2.3%
U	47823	2.3%
s	47823	2.3%
p	47823	2.3%
f	47823	2.3%
d	47823	2.3%
5	40913	2.0%
.	39916	2.0%
2	33001	1.6%
1	16778	0.8%
0	16578	0.8%
"	13296	0.6%
3	9865	0.5%
4	9111	0.4%
7	5842	0.3%
6	4635	0.2%
9	2767	0.1%

Coupler
Categorical

MISSING

Distinct	3
Distinct (%)	< 0.1%
Missing	192019
Missing (%)	46.5%
Memory size	3.1 MiB

None or Unspecified	190449
Manual	23918
Hydraulic	6312

Value	Count	Frequency (%)
None or Unspecified	190449	46.1%
Manual	23918	5.8%
Hydraulic	6312	1.5%
(Missing)	192019	46.5%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	19
Median length	6
Mean length	10.64920111
Min length	3

Overview of Unicode Properties

Unique unicode characters	19
Unique unicode categories	3 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
n	788854	17.9%
e	571347	13.0%
i	387210	8.8%
o	380898	8.7%
	380898	8.7%
a	246167	5.6%
r	196761	4.5%
c	196761	4.5%
d	196761	4.5%
N	190449	4.3%
U	190449	4.3%
s	190449	4.3%
p	190449	4.3%
f	190449	4.3%
u	30230	0.7%
l	30230	0.7%
M	23918	0.5%
H	6312	0.1%
y	6312	0.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	3602878	82.0%
Uppercase Letter	411128	9.4%
Space Separator	380898	8.7%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
N	190449	46.3%
U	190449	46.3%
M	23918	5.8%
H	6312	1.5%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
n	788854	21.9%
e	571347	15.9%
i	387210	10.7%
o	380898	10.6%
a	246167	6.8%
r	196761	5.5%
c	196761	5.5%
d	196761	5.5%
s	190449	5.3%
p	190449	5.3%
f	190449	5.3%
u	30230	0.8%
l	30230	0.8%
y	6312	0.2%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	380898	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	4014006	91.3%
Common	380898	8.7%

Most frequent Latin characters

Value	Count	Frequency (%)
n	788854	19.7%
e	571347	14.2%
i	387210	9.6%
o	380898	9.5%
a	246167	6.1%
r	196761	4.9%
c	196761	4.9%
d	196761	4.9%
N	190449	4.7%
U	190449	4.7%
s	190449	4.7%
p	190449	4.7%
f	190449	4.7%
u	30230	0.8%
l	30230	0.8%
M	23918	0.6%
H	6312	0.2%
y	6312	0.2%

Most frequent Common characters

Value	Count	Frequency (%)
	380898	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	4394904	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
n	788854	17.9%
e	571347	13.0%
i	387210	8.8%
o	380898	8.7%
	380898	8.7%
a	246167	5.6%
r	196761	4.5%
c	196761	4.5%
d	196761	4.5%
N	190449	4.3%
U	190449	4.3%
s	190449	4.3%
p	190449	4.3%
f	190449	4.3%
u	30230	0.7%
l	30230	0.7%
M	23918	0.5%
H	6312	0.1%
y	6312	0.1%

Coupler_System
Categorical

MISSING

Distinct	2
Distinct (%)	< 0.1%
Missing	367724
Missing (%)	89.1%
Memory size	3.1 MiB

None or Unspecified	41727
Yes	3247

Value	Count	Frequency (%)
None or Unspecified	41727	10.1%
Yes	3247	0.8%
(Missing)	367724	89.1%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	19
Median length	3
Mean length	4.61772531
Min length	3

Overview of Unicode Properties

Unique unicode characters	15
Unique unicode categories	3 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
n	818902	43.0%
a	367724	19.3%
e	128428	6.7%
o	83454	4.4%
	83454	4.4%
i	83454	4.4%
s	44974	2.4%
N	41727	2.2%
r	41727	2.2%
U	41727	2.2%
p	41727	2.2%
c	41727	2.2%
f	41727	2.2%
d	41727	2.2%
Y	3247	0.2%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1735571	91.1%
Uppercase Letter	86701	4.5%
Space Separator	83454	4.4%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
n	818902	47.2%
a	367724	21.2%
e	128428	7.4%
o	83454	4.8%
i	83454	4.8%
s	44974	2.6%
r	41727	2.4%
p	41727	2.4%
c	41727	2.4%
f	41727	2.4%
d	41727	2.4%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
N	41727	48.1%
U	41727	48.1%
Y	3247	3.7%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	83454	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1822272	95.6%
Common	83454	4.4%

Most frequent Latin characters

Value	Count	Frequency (%)
n	818902	44.9%
a	367724	20.2%
e	128428	7.0%
o	83454	4.6%
i	83454	4.6%
s	44974	2.5%
N	41727	2.3%
r	41727	2.3%
U	41727	2.3%
p	41727	2.3%
c	41727	2.3%
f	41727	2.3%
d	41727	2.3%
Y	3247	0.2%

Most frequent Common characters

Value	Count	Frequency (%)
	83454	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1905726	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
n	818902	43.0%
a	367724	19.3%
e	128428	6.7%
o	83454	4.4%
	83454	4.4%
i	83454	4.4%
s	44974	2.4%
N	41727	2.2%
r	41727	2.2%
U	41727	2.2%
p	41727	2.2%
c	41727	2.2%
f	41727	2.2%
d	41727	2.2%
Y	3247	0.2%

Grouser_Tracks
Categorical

MISSING

Distinct	2
Distinct (%)	< 0.1%
Missing	367823
Missing (%)	89.1%
Memory size	3.1 MiB

None or Unspecified	41820
Yes	3055

Value	Count	Frequency (%)
None or Unspecified	41820	10.1%
Yes	3055	0.7%
(Missing)	367823	89.1%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	19
Median length	3
Mean length	4.621330852
Min length	3

Overview of Unicode Properties

Unique unicode characters	15
Unique unicode categories	3 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
n	819286	43.0%
a	367823	19.3%
e	128515	6.7%
o	83640	4.4%
	83640	4.4%
i	83640	4.4%
s	44875	2.4%
N	41820	2.2%
r	41820	2.2%
U	41820	2.2%
p	41820	2.2%
c	41820	2.2%
f	41820	2.2%
d	41820	2.2%
Y	3055	0.2%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1736879	91.1%
Uppercase Letter	86695	4.5%
Space Separator	83640	4.4%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
n	819286	47.2%
a	367823	21.2%
e	128515	7.4%
o	83640	4.8%
i	83640	4.8%
s	44875	2.6%
r	41820	2.4%
p	41820	2.4%
c	41820	2.4%
f	41820	2.4%
d	41820	2.4%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
N	41820	48.2%
U	41820	48.2%
Y	3055	3.5%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	83640	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1823574	95.6%
Common	83640	4.4%

Most frequent Latin characters

Value	Count	Frequency (%)
n	819286	44.9%
a	367823	20.2%
e	128515	7.0%
o	83640	4.6%
i	83640	4.6%
s	44875	2.5%
N	41820	2.3%
r	41820	2.3%
U	41820	2.3%
p	41820	2.3%
c	41820	2.3%
f	41820	2.3%
d	41820	2.3%
Y	3055	0.2%

Most frequent Common characters

Value	Count	Frequency (%)
	83640	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1907214	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
n	819286	43.0%
a	367823	19.3%
e	128515	6.7%
o	83640	4.4%
	83640	4.4%
i	83640	4.4%
s	44875	2.4%
N	41820	2.2%
r	41820	2.2%
U	41820	2.2%
p	41820	2.2%
c	41820	2.2%
f	41820	2.2%
d	41820	2.2%
Y	3055	0.2%

Hydraulics_Flow
Categorical

MISSING

Distinct	3
Distinct (%)	< 0.1%
Missing	367823
Missing (%)	89.1%
Memory size	3.1 MiB

Standard	44251
High Flow	597
None or Unspecified	27

Value	Count	Frequency (%)
Standard	44251	10.7%
High Flow	597	0.1%
None or Unspecified	27	< 0.1%
(Missing)	367823	89.1%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	19
Median length	3
Mean length	3.545844661
Min length	3

Overview of Unicode Properties

Unique unicode characters	22
Unique unicode categories	3 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
n	779951	53.3%
a	456325	31.2%
d	88529	6.0%
r	44278	3.0%
S	44251	3.0%
t	44251	3.0%
i	651	< 0.1%
	651	< 0.1%
o	651	< 0.1%
H	597	< 0.1%
g	597	< 0.1%
h	597	< 0.1%
F	597	< 0.1%
l	597	< 0.1%
w	597	< 0.1%
e	81	< 0.1%
N	27	< 0.1%
U	27	< 0.1%
s	27	< 0.1%
p	27	< 0.1%
c	27	< 0.1%
f	27	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1417213	96.8%
Uppercase Letter	45499	3.1%
Space Separator	651	< 0.1%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
n	779951	55.0%
a	456325	32.2%
d	88529	6.2%
r	44278	3.1%
t	44251	3.1%
i	651	< 0.1%
o	651	< 0.1%
g	597	< 0.1%
h	597	< 0.1%
l	597	< 0.1%
w	597	< 0.1%
e	81	< 0.1%
s	27	< 0.1%
p	27	< 0.1%
c	27	< 0.1%
f	27	< 0.1%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
S	44251	97.3%
H	597	1.3%
F	597	1.3%
N	27	0.1%
U	27	0.1%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	651	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1462712	> 99.9%
Common	651	< 0.1%

Most frequent Latin characters

Value	Count	Frequency (%)
n	779951	53.3%
a	456325	31.2%
d	88529	6.1%
r	44278	3.0%
S	44251	3.0%
t	44251	3.0%
i	651	< 0.1%
o	651	< 0.1%
H	597	< 0.1%
g	597	< 0.1%
h	597	< 0.1%
F	597	< 0.1%
l	597	< 0.1%
w	597	< 0.1%
e	81	< 0.1%
N	27	< 0.1%
U	27	< 0.1%
s	27	< 0.1%
p	27	< 0.1%
c	27	< 0.1%
f	27	< 0.1%

Most frequent Common characters

Value	Count	Frequency (%)
	651	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1463363	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
n	779951	53.3%
a	456325	31.2%
d	88529	6.0%
r	44278	3.0%
S	44251	3.0%
t	44251	3.0%
i	651	< 0.1%
	651	< 0.1%
o	651	< 0.1%
H	597	< 0.1%
g	597	< 0.1%
h	597	< 0.1%
F	597	< 0.1%
l	597	< 0.1%
w	597	< 0.1%
e	81	< 0.1%
N	27	< 0.1%
U	27	< 0.1%
s	27	< 0.1%
p	27	< 0.1%
c	27	< 0.1%
f	27	< 0.1%

Track_Type
Categorical

MISSING

Distinct	2
Distinct (%)	< 0.1%
Missing	310505
Missing (%)	75.2%
Memory size	3.1 MiB

Steel	87463
Rubber	14730

Value	Count	Frequency (%)
Steel	87463	21.2%
Rubber	14730	3.6%
(Missing)	310505	75.2%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	6
Median length	3
Mean length	3.530935454
Min length	3

Overview of Unicode Properties

Unique unicode characters	10
Unique unicode categories	2 ?
Unique unicode scripts	1 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
n	621010	42.6%
a	310505	21.3%
e	189656	13.0%
S	87463	6.0%
t	87463	6.0%
l	87463	6.0%
b	29460	2.0%
R	14730	1.0%
u	14730	1.0%
r	14730	1.0%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1355017	93.0%
Uppercase Letter	102193	7.0%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
n	621010	45.8%
a	310505	22.9%
e	189656	14.0%
t	87463	6.5%
l	87463	6.5%
b	29460	2.2%
u	14730	1.1%
r	14730	1.1%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
S	87463	85.6%
R	14730	14.4%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1457210	100.0%

Most frequent Latin characters

Value	Count	Frequency (%)
n	621010	42.6%
a	310505	21.3%
e	189656	13.0%
S	87463	6.0%
t	87463	6.0%
l	87463	6.0%
b	29460	2.0%
R	14730	1.0%
u	14730	1.0%
r	14730	1.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1457210	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
n	621010	42.6%
a	310505	21.3%
e	189656	13.0%
S	87463	6.0%
t	87463	6.0%
l	87463	6.0%
b	29460	2.0%
R	14730	1.0%
u	14730	1.0%
r	14730	1.0%

Undercarriage_Pad_Width
Categorical

MISSING

Distinct	19
Distinct (%)	< 0.1%
Missing	309782
Missing (%)	75.1%
Memory size	3.1 MiB

None or Unspecified	82444
32 inch	5287
28 inch	3152
24 inch	2998
20 inch	2664
Other values (14)	6371

Common Values
Overview

Value	Count	Frequency (%)
None or Unspecified	82444	20.0%
32 inch	5287	1.3%
28 inch	3152	0.8%
24 inch	2998	0.7%
20 inch	2664	0.6%
30 inch	1602	0.4%
36 inch	1544	0.4%
18 inch	1439	0.3%
34 inch	540	0.1%
16 inch	481	0.1%
31 inch	191	< 0.1%
27 inch	144	< 0.1%
22 inch	135	< 0.1%
26 inch	98	< 0.1%
33 inch	94	< 0.1%
14 inch	51	< 0.1%
15 inch	33	< 0.1%
25 inch	17	< 0.1%
31.5 inch	2	< 0.1%
(Missing)	309782	75.1%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	19
Median length	3
Mean length	6.394724472
Min length	3

Overview of Unicode Properties

Unique unicode characters	25
Unique unicode categories	5 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
n	804924	30.5%
a	309782	11.7%
e	247332	9.4%
	185360	7.0%
i	185360	7.0%
o	164888	6.2%
c	102916	3.9%
N	82444	3.1%
r	82444	3.1%
U	82444	3.1%
s	82444	3.1%
p	82444	3.1%
f	82444	3.1%
d	82444	3.1%
h	20472	0.8%
2	14630	0.6%
3	9354	0.4%
8	4591	0.2%
0	4266	0.2%
4	3589	0.1%
1	2197	0.1%
6	2123	0.1%
7	144	< 0.1%
5	52	< 0.1%
.	2	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	2247894	85.2%
Space Separator	185360	7.0%
Uppercase Letter	164888	6.2%
Decimal Number	40946	1.6%
Other Punctuation	2	< 0.1%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
n	804924	35.8%
a	309782	13.8%
e	247332	11.0%
i	185360	8.2%
o	164888	7.3%
c	102916	4.6%
r	82444	3.7%
s	82444	3.7%
p	82444	3.7%
f	82444	3.7%
d	82444	3.7%
h	20472	0.9%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
N	82444	50.0%
U	82444	50.0%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	185360	100.0%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
2	14630	35.7%
3	9354	22.8%
8	4591	11.2%
0	4266	10.4%
4	3589	8.8%
1	2197	5.4%
6	2123	5.2%
7	144	0.4%
5	52	0.1%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
.	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	2412782	91.4%
Common	226308	8.6%

Most frequent Latin characters

Value	Count	Frequency (%)
n	804924	33.4%
a	309782	12.8%
e	247332	10.3%
i	185360	7.7%
o	164888	6.8%
c	102916	4.3%
N	82444	3.4%
r	82444	3.4%
U	82444	3.4%
s	82444	3.4%
p	82444	3.4%
f	82444	3.4%
d	82444	3.4%
h	20472	0.8%

Most frequent Common characters

Value	Count	Frequency (%)
	185360	81.9%
2	14630	6.5%
3	9354	4.1%
8	4591	2.0%
0	4266	1.9%
4	3589	1.6%
1	2197	1.0%
6	2123	0.9%
7	144	0.1%
5	52	< 0.1%
.	2	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2639090	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
n	804924	30.5%
a	309782	11.7%
e	247332	9.4%
	185360	7.0%
i	185360	7.0%
o	164888	6.2%
c	102916	3.9%
N	82444	3.1%
r	82444	3.1%
U	82444	3.1%
s	82444	3.1%
p	82444	3.1%
f	82444	3.1%
d	82444	3.1%
h	20472	0.8%
2	14630	0.6%
3	9354	0.4%
8	4591	0.2%
0	4266	0.2%
4	3589	0.1%
1	2197	0.1%
6	2123	0.1%
7	144	< 0.1%
5	52	< 0.1%
.	2	< 0.1%

Stick_Length
Categorical

MISSING

Distinct	29
Distinct (%)	< 0.1%
Missing	310437
Missing (%)	75.2%
Memory size	3.1 MiB

None or Unspecified	81539
9' 6"	5832
10' 6"	3519
11' 0"	1601
9' 10"	1463
Other values (24)	8307

Common Values
Overview

Value	Count	Frequency (%)
None or Unspecified	81539	19.8%
9' 6"	5832	1.4%
10' 6"	3519	0.9%
11' 0"	1601	0.4%
9' 10"	1463	0.4%
9' 8"	1462	0.4%
9' 7"	1423	0.3%
12' 10"	1087	0.3%
10' 2"	1004	0.2%
8' 6"	908	0.2%
8' 2"	614	0.1%
10' 10"	414	0.1%
12' 8"	322	0.1%
11' 10"	307	0.1%
8' 4"	274	0.1%
8' 10"	104	< 0.1%
12' 4"	103	< 0.1%
9' 5"	101	< 0.1%
15' 9"	87	< 0.1%
6' 3"	51	< 0.1%
13' 7"	11	< 0.1%
13' 9"	7	< 0.1%
13' 10"	7	< 0.1%
14' 1"	7	< 0.1%
19' 8"	5	< 0.1%
Other values (4)	9	< 0.1%
(Missing)	310437	75.2%

Frequencies of value counts

Unique

Unique	1 ?
Unique (%)	< 0.1%

Histogram of lengths of the category

Length

Max length	19
Median length	3
Mean length	6.290393944
Min length	3

Overview of Unicode Properties

Unique unicode characters	26
Unique unicode categories	5 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
n	783952	30.2%
a	310437	12.0%
e	244617	9.4%
	183800	7.1%
o	163078	6.3%
i	163078	6.3%
N	81539	3.1%
r	81539	3.1%
U	81539	3.1%
s	81539	3.1%
p	81539	3.1%
c	81539	3.1%
f	81539	3.1%
d	81539	3.1%
'	20722	0.8%
"	20722	0.8%
1	13784	0.5%
9	10381	0.4%
6	10310	0.4%
0	9923	0.4%
8	3689	0.1%
2	3133	0.1%
7	1437	0.1%
4	389	< 0.1%
5	191	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	2154396	83.0%
Space Separator	183800	7.1%
Uppercase Letter	163078	6.3%
Decimal Number	53315	2.1%
Other Punctuation	41444	1.6%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
n	783952	36.4%
a	310437	14.4%
e	244617	11.4%
o	163078	7.6%
i	163078	7.6%
r	81539	3.8%
s	81539	3.8%
p	81539	3.8%
c	81539	3.8%
f	81539	3.8%
d	81539	3.8%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
N	81539	50.0%
U	81539	50.0%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	183800	100.0%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
1	13784	25.9%
9	10381	19.5%
6	10310	19.3%
0	9923	18.6%
8	3689	6.9%
2	3133	5.9%
7	1437	2.7%
4	389	0.7%
5	191	0.4%
3	78	0.1%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
'	20722	50.0%
"	20722	50.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	2317474	89.3%
Common	278559	10.7%

Most frequent Latin characters

Value	Count	Frequency (%)
n	783952	33.8%
a	310437	13.4%
e	244617	10.6%
o	163078	7.0%
i	163078	7.0%
N	81539	3.5%
r	81539	3.5%
U	81539	3.5%
s	81539	3.5%
p	81539	3.5%
c	81539	3.5%
f	81539	3.5%
d	81539	3.5%

Most frequent Common characters

Value	Count	Frequency (%)
	183800	66.0%
'	20722	7.4%
"	20722	7.4%
1	13784	4.9%
9	10381	3.7%
6	10310	3.7%
0	9923	3.6%
8	3689	1.3%
2	3133	1.1%
7	1437	0.5%
4	389	0.1%
5	191	0.1%
3	78	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2596033	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
n	783952	30.2%
a	310437	12.0%
e	244617	9.4%
	183800	7.1%
o	163078	6.3%
i	163078	6.3%
N	81539	3.1%
r	81539	3.1%
U	81539	3.1%
s	81539	3.1%
p	81539	3.1%
c	81539	3.1%
f	81539	3.1%
d	81539	3.1%
'	20722	0.8%
"	20722	0.8%
1	13784	0.5%
9	10381	0.4%
6	10310	0.4%
0	9923	0.4%
8	3689	0.1%
2	3133	0.1%
7	1437	0.1%
4	389	< 0.1%
5	191	< 0.1%

Thumb
Categorical

MISSING

Distinct	3
Distinct (%)	< 0.1%
Missing	310366
Missing (%)	75.2%
Memory size	3.1 MiB

None or Unspecified	85074
Manual	9678
Hydraulic	7580

Value	Count	Frequency (%)
None or Unspecified	85074	20.6%
Manual	9678	2.3%
Hydraulic	7580	1.8%
(Missing)	310366	75.2%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	19
Median length	3
Mean length	6.478810171
Min length	3

Overview of Unicode Properties

Unique unicode characters	19
Unique unicode categories	3 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
n	800558	29.9%
a	337302	12.6%
e	255222	9.5%
i	177728	6.6%
o	170148	6.4%
	170148	6.4%
r	92654	3.5%
c	92654	3.5%
d	92654	3.5%
N	85074	3.2%
U	85074	3.2%
s	85074	3.2%
p	85074	3.2%
f	85074	3.2%
u	17258	0.6%
l	17258	0.6%
M	9678	0.4%
H	7580	0.3%
y	7580	0.3%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	2316238	86.6%
Uppercase Letter	187406	7.0%
Space Separator	170148	6.4%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
n	800558	34.6%
a	337302	14.6%
e	255222	11.0%
i	177728	7.7%
o	170148	7.3%
r	92654	4.0%
c	92654	4.0%
d	92654	4.0%
s	85074	3.7%
p	85074	3.7%
f	85074	3.7%
u	17258	0.7%
l	17258	0.7%
y	7580	0.3%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
N	85074	45.4%
U	85074	45.4%
M	9678	5.2%
H	7580	4.0%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	170148	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	2503644	93.6%
Common	170148	6.4%

Most frequent Latin characters

Value	Count	Frequency (%)
n	800558	32.0%
a	337302	13.5%
e	255222	10.2%
i	177728	7.1%
o	170148	6.8%
r	92654	3.7%
c	92654	3.7%
d	92654	3.7%
N	85074	3.4%
U	85074	3.4%
s	85074	3.4%
p	85074	3.4%
f	85074	3.4%
u	17258	0.7%
l	17258	0.7%
M	9678	0.4%
H	7580	0.3%
y	7580	0.3%

Most frequent Common characters

Value	Count	Frequency (%)
	170148	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2673792	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
n	800558	29.9%
a	337302	12.6%
e	255222	9.5%
i	177728	6.6%
o	170148	6.4%
	170148	6.4%
r	92654	3.5%
c	92654	3.5%
d	92654	3.5%
N	85074	3.2%
U	85074	3.2%
s	85074	3.2%
p	85074	3.2%
f	85074	3.2%
u	17258	0.6%
l	17258	0.6%
M	9678	0.4%
H	7580	0.3%
y	7580	0.3%

Pattern_Changer
Categorical

MISSING

Distinct	3
Distinct (%)	< 0.1%
Missing	310437
Missing (%)	75.2%
Memory size	3.1 MiB

None or Unspecified	92924
Yes	9269
No	68

Value	Count	Frequency (%)
None or Unspecified	92924	22.5%
Yes	9269	2.2%
No	68	< 0.1%
(Missing)	310437	75.2%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	19
Median length	3
Mean length	6.602430833
Min length	2

Overview of Unicode Properties

Unique unicode characters	15
Unique unicode categories	3 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
n	806722	29.6%
a	310437	11.4%
e	288041	10.6%
o	185916	6.8%
	185848	6.8%
i	185848	6.8%
s	102193	3.8%
N	92992	3.4%
r	92924	3.4%
U	92924	3.4%
p	92924	3.4%
c	92924	3.4%
f	92924	3.4%
d	92924	3.4%
Y	9269	0.3%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	2343777	86.0%
Uppercase Letter	195185	7.2%
Space Separator	185848	6.8%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
n	806722	34.4%
a	310437	13.2%
e	288041	12.3%
o	185916	7.9%
i	185848	7.9%
s	102193	4.4%
r	92924	4.0%
p	92924	4.0%
c	92924	4.0%
f	92924	4.0%
d	92924	4.0%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
N	92992	47.6%
U	92924	47.6%
Y	9269	4.7%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	185848	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	2538962	93.2%
Common	185848	6.8%

Most frequent Latin characters

Value	Count	Frequency (%)
n	806722	31.8%
a	310437	12.2%
e	288041	11.3%
o	185916	7.3%
i	185848	7.3%
s	102193	4.0%
N	92992	3.7%
r	92924	3.7%
U	92924	3.7%
p	92924	3.7%
c	92924	3.7%
f	92924	3.7%
d	92924	3.7%
Y	9269	0.4%

Most frequent Common characters

Value	Count	Frequency (%)
	185848	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2724810	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
n	806722	29.6%
a	310437	11.4%
e	288041	10.6%
o	185916	6.8%
	185848	6.8%
i	185848	6.8%
s	102193	3.8%
N	92992	3.4%
r	92924	3.4%
U	92924	3.4%
p	92924	3.4%
c	92924	3.4%
f	92924	3.4%
d	92924	3.4%
Y	9269	0.3%

Grouser_Type
Categorical

MISSING

Distinct	3
Distinct (%)	< 0.1%
Missing	310505
Missing (%)	75.2%
Memory size	3.1 MiB

Double	86998
Triple	15193
Single	2

Value	Count	Frequency (%)
Double	86998	21.1%
Triple	15193	3.7%
Single	2	< 0.1%
(Missing)	310505	75.2%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	6
Median length	3
Mean length	3.742865243
Min length	3

Overview of Unicode Properties

Unique unicode characters	14
Unique unicode categories	2 ?
Unique unicode scripts	1 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
n	621012	40.2%
a	310505	20.1%
l	102193	6.6%
e	102193	6.6%
D	86998	5.6%
o	86998	5.6%
u	86998	5.6%
b	86998	5.6%
i	15195	1.0%
T	15193	1.0%
r	15193	1.0%
p	15193	1.0%
S	2	< 0.1%
g	2	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1442480	93.4%
Uppercase Letter	102193	6.6%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
n	621012	43.1%
a	310505	21.5%
l	102193	7.1%
e	102193	7.1%
o	86998	6.0%
u	86998	6.0%
b	86998	6.0%
i	15195	1.1%
r	15193	1.1%
p	15193	1.1%
g	2	< 0.1%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
D	86998	85.1%
T	15193	14.9%
S	2	< 0.1%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1544673	100.0%

Most frequent Latin characters

Value	Count	Frequency (%)
n	621012	40.2%
a	310505	20.1%
l	102193	6.6%
e	102193	6.6%
D	86998	5.6%
o	86998	5.6%
u	86998	5.6%
b	86998	5.6%
i	15195	1.0%
T	15193	1.0%
r	15193	1.0%
p	15193	1.0%
S	2	< 0.1%
g	2	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1544673	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
n	621012	40.2%
a	310505	20.1%
l	102193	6.6%
e	102193	6.6%
D	86998	5.6%
o	86998	5.6%
u	86998	5.6%
b	86998	5.6%
i	15195	1.0%
T	15193	1.0%
r	15193	1.0%
p	15193	1.0%
S	2	< 0.1%
g	2	< 0.1%

Backhoe_Mounting
Categorical

MISSING

Distinct	2
Distinct (%)	< 0.1%
Missing	331986
Missing (%)	80.4%
Memory size	3.1 MiB

None or Unspecified	80692
Yes	20

Value	Count	Frequency (%)
None or Unspecified	80692	19.6%
Yes	20	< 0.1%
(Missing)	331986	80.4%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	19
Median length	3
Mean length	6.128369898
Min length	3

Overview of Unicode Properties

Unique unicode characters	15
Unique unicode categories	3 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
n	825356	32.6%
a	331986	13.1%
e	242096	9.6%
o	161384	6.4%
	161384	6.4%
i	161384	6.4%
s	80712	3.2%
N	80692	3.2%
r	80692	3.2%
U	80692	3.2%
p	80692	3.2%
c	80692	3.2%
f	80692	3.2%
d	80692	3.2%
Y	20	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	2206378	87.2%
Uppercase Letter	161404	6.4%
Space Separator	161384	6.4%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
n	825356	37.4%
a	331986	15.0%
e	242096	11.0%
o	161384	7.3%
i	161384	7.3%
s	80712	3.7%
r	80692	3.7%
p	80692	3.7%
c	80692	3.7%
f	80692	3.7%
d	80692	3.7%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
N	80692	50.0%
U	80692	50.0%
Y	20	< 0.1%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	161384	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	2367782	93.6%
Common	161384	6.4%

Most frequent Latin characters

Value	Count	Frequency (%)
n	825356	34.9%
a	331986	14.0%
e	242096	10.2%
o	161384	6.8%
i	161384	6.8%
s	80712	3.4%
N	80692	3.4%
r	80692	3.4%
U	80692	3.4%
p	80692	3.4%
c	80692	3.4%
f	80692	3.4%
d	80692	3.4%
Y	20	< 0.1%

Most frequent Common characters

Value	Count	Frequency (%)
	161384	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2529166	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
n	825356	32.6%
a	331986	13.1%
e	242096	9.6%
o	161384	6.4%
	161384	6.4%
i	161384	6.4%
s	80712	3.2%
N	80692	3.2%
r	80692	3.2%
U	80692	3.2%
p	80692	3.2%
c	80692	3.2%
f	80692	3.2%
d	80692	3.2%
Y	20	< 0.1%

Blade_Type
Categorical

MISSING

Distinct	10
Distinct (%)	< 0.1%
Missing	330823
Missing (%)	80.2%
Memory size	3.1 MiB

PAT	39633
Straight	13461
None or Unspecified	11841
Semi U	8907
VPAT	3681
Other values (5)	4352

Value	Count	Frequency (%)
PAT	39633	9.6%
Straight	13461	3.3%
None or Unspecified	11841	2.9%
Semi U	8907	2.2%
VPAT	3681	0.9%
U	1888	0.5%
Angle	1684	0.4%
No	743	0.2%
Landfill	26	< 0.1%
Coal	11	< 0.1%
(Missing)	330823	80.2%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	19
Median length	3
Mean length	3.693371424
Min length	1

Overview of Unicode Properties

Unique unicode characters	26
Unique unicode categories	3 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
n	687038	45.1%
a	344321	22.6%
e	46114	3.0%
i	46076	3.0%
A	44998	3.0%
P	43314	2.8%
T	43314	2.8%
	32589	2.1%
t	26922	1.8%
r	25302	1.7%
o	24436	1.6%
U	22636	1.5%
S	22368	1.5%
g	15145	1.0%
h	13461	0.9%
N	12584	0.8%
f	11867	0.8%
d	11867	0.8%
s	11841	0.8%
p	11841	0.8%
c	11841	0.8%
m	8907	0.6%
V	3681	0.2%
l	1747	0.1%
L	26	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1298726	85.2%
Uppercase Letter	192932	12.7%
Space Separator	32589	2.1%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
n	687038	52.9%
a	344321	26.5%
e	46114	3.6%
i	46076	3.5%
t	26922	2.1%
r	25302	1.9%
o	24436	1.9%
g	15145	1.2%
h	13461	1.0%
f	11867	0.9%
d	11867	0.9%
s	11841	0.9%
p	11841	0.9%
c	11841	0.9%
m	8907	0.7%
l	1747	0.1%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
A	44998	23.3%
P	43314	22.5%
T	43314	22.5%
U	22636	11.7%
S	22368	11.6%
N	12584	6.5%
V	3681	1.9%
L	26	< 0.1%
C	11	< 0.1%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	32589	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1491658	97.9%
Common	32589	2.1%

Most frequent Latin characters

Value	Count	Frequency (%)
n	687038	46.1%
a	344321	23.1%
e	46114	3.1%
i	46076	3.1%
A	44998	3.0%
P	43314	2.9%
T	43314	2.9%
t	26922	1.8%
r	25302	1.7%
o	24436	1.6%
U	22636	1.5%
S	22368	1.5%
g	15145	1.0%
h	13461	0.9%
N	12584	0.8%
f	11867	0.8%
d	11867	0.8%
s	11841	0.8%
p	11841	0.8%
c	11841	0.8%
m	8907	0.6%
V	3681	0.2%
l	1747	0.1%
L	26	< 0.1%
C	11	< 0.1%

Most frequent Common characters

Value	Count	Frequency (%)
	32589	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1524247	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
n	687038	45.1%
a	344321	22.6%
e	46114	3.0%
i	46076	3.0%
A	44998	3.0%
P	43314	2.8%
T	43314	2.8%
	32589	2.1%
t	26922	1.8%
r	25302	1.7%
o	24436	1.6%
U	22636	1.5%
S	22368	1.5%
g	15145	1.0%
h	13461	0.9%
N	12584	0.8%
f	11867	0.8%
d	11867	0.8%
s	11841	0.8%
p	11841	0.8%
c	11841	0.8%
m	8907	0.6%
V	3681	0.2%
l	1747	0.1%
L	26	< 0.1%

Travel_Controls
Categorical

MISSING

Distinct	7
Distinct (%)	< 0.1%
Missing	330821
Missing (%)	80.2%
Memory size	3.1 MiB

None or Unspecified	71447
Differential Steer	5257
Finger Tip	2693
2 Pedal	1144
Lever	902
Other values (2)	434

Value	Count	Frequency (%)
None or Unspecified	71447	17.3%
Differential Steer	5257	1.3%
Finger Tip	2693	0.7%
2 Pedal	1144	0.3%
Lever	902	0.2%
Pedal	423	0.1%
1 Speed	11	< 0.1%
(Missing)	330821	80.2%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	19
Median length	3
Mean length	6.024313178
Min length	3

Overview of Unicode Properties

Unique unicode characters	26
Unique unicode categories	4 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
n	812486	32.7%
a	337645	13.6%
e	241455	9.7%
i	158794	6.4%
	151999	6.1%
o	142894	5.7%
r	85556	3.4%
f	81961	3.3%
p	74151	3.0%
d	73025	2.9%
N	71447	2.9%
U	71447	2.9%
s	71447	2.9%
c	71447	2.9%
t	10514	0.4%
l	6824	0.3%
S	5268	0.2%
D	5257	0.2%
F	2693	0.1%
g	2693	0.1%
T	2693	0.1%
P	1567	0.1%
2	1144	< 0.1%
L	902	< 0.1%
v	902	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	2171794	87.4%
Uppercase Letter	161274	6.5%
Space Separator	151999	6.1%
Decimal Number	1155	< 0.1%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
n	812486	37.4%
a	337645	15.5%
e	241455	11.1%
i	158794	7.3%
o	142894	6.6%
r	85556	3.9%
f	81961	3.8%
p	74151	3.4%
d	73025	3.4%
s	71447	3.3%
c	71447	3.3%
t	10514	0.5%
l	6824	0.3%
g	2693	0.1%
v	902	< 0.1%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
N	71447	44.3%
U	71447	44.3%
S	5268	3.3%
D	5257	3.3%
F	2693	1.7%
T	2693	1.7%
P	1567	1.0%
L	902	0.6%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	151999	100.0%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
2	1144	99.0%
1	11	1.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	2333068	93.8%
Common	153154	6.2%

Most frequent Latin characters

Value	Count	Frequency (%)
n	812486	34.8%
a	337645	14.5%
e	241455	10.3%
i	158794	6.8%
o	142894	6.1%
r	85556	3.7%
f	81961	3.5%
p	74151	3.2%
d	73025	3.1%
N	71447	3.1%
U	71447	3.1%
s	71447	3.1%
c	71447	3.1%
t	10514	0.5%
l	6824	0.3%
S	5268	0.2%
D	5257	0.2%
F	2693	0.1%
g	2693	0.1%
T	2693	0.1%
P	1567	0.1%
L	902	< 0.1%
v	902	< 0.1%

Most frequent Common characters

Value	Count	Frequency (%)
	151999	99.2%
2	1144	0.7%
1	11	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2486222	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
n	812486	32.7%
a	337645	13.6%
e	241455	9.7%
i	158794	6.4%
	151999	6.1%
o	142894	5.7%
r	85556	3.4%
f	81961	3.3%
p	74151	3.0%
d	73025	2.9%
N	71447	2.9%
U	71447	2.9%
s	71447	2.9%
c	71447	2.9%
t	10514	0.4%
l	6824	0.3%
S	5268	0.2%
D	5257	0.2%
F	2693	0.1%
g	2693	0.1%
T	2693	0.1%
P	1567	0.1%
2	1144	< 0.1%
L	902	< 0.1%
v	902	< 0.1%

Differential_Type
Categorical

MISSING

Distinct	4
Distinct (%)	< 0.1%
Missing	341134
Missing (%)	82.7%
Memory size	3.1 MiB

Standard	70169
Limited Slip	1181
No Spin	212
Locking	2

Value	Count	Frequency (%)
Standard	70169	17.0%
Limited Slip	1181	0.3%
No Spin	212	0.1%
Locking	2	< 0.1%
(Missing)	341134	82.7%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	12
Median length	3
Mean length	3.877954339
Min length	3

Overview of Unicode Properties

Unique unicode characters	18
Unique unicode categories	3 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
n	752651	47.0%
a	481472	30.1%
d	141519	8.8%
S	71562	4.5%
t	71350	4.5%
r	70169	4.4%
i	3757	0.2%
	1393	0.1%
p	1393	0.1%
L	1183	0.1%
m	1181	0.1%
e	1181	0.1%
l	1181	0.1%
o	214	< 0.1%
N	212	< 0.1%
c	2	< 0.1%
k	2	< 0.1%
g	2	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1526074	95.4%
Uppercase Letter	72957	4.6%
Space Separator	1393	0.1%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
S	71562	98.1%
L	1183	1.6%
N	212	0.3%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
n	752651	49.3%
a	481472	31.5%
d	141519	9.3%
t	71350	4.7%
r	70169	4.6%
i	3757	0.2%
p	1393	0.1%
m	1181	0.1%
e	1181	0.1%
l	1181	0.1%
o	214	< 0.1%
c	2	< 0.1%
k	2	< 0.1%
g	2	< 0.1%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	1393	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1599031	99.9%
Common	1393	0.1%

Most frequent Latin characters

Value	Count	Frequency (%)
n	752651	47.1%
a	481472	30.1%
d	141519	8.9%
S	71562	4.5%
t	71350	4.5%
r	70169	4.4%
i	3757	0.2%
p	1393	0.1%
L	1183	0.1%
m	1181	0.1%
e	1181	0.1%
l	1181	0.1%
o	214	< 0.1%
N	212	< 0.1%
c	2	< 0.1%
k	2	< 0.1%
g	2	< 0.1%

Most frequent Common characters

Value	Count	Frequency (%)
	1393	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1600424	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
n	752651	47.0%
a	481472	30.1%
d	141519	8.8%
S	71562	4.5%
t	71350	4.5%
r	70169	4.4%
i	3757	0.2%
	1393	0.1%
p	1393	0.1%
L	1183	0.1%
m	1181	0.1%
e	1181	0.1%
l	1181	0.1%
o	214	< 0.1%
N	212	< 0.1%
c	2	< 0.1%
k	2	< 0.1%
g	2	< 0.1%

Steering_Controls
Categorical

MISSING

Distinct	5
Distinct (%)	< 0.1%
Missing	341176
Missing (%)	82.7%
Memory size	3.1 MiB

Conventional	70774
Command Control	594
Four Wheel Standard	139
Wheel	14
No	1

Value	Count	Frequency (%)
Conventional	70774	17.1%
Command Control	594	0.1%
Four Wheel Standard	139	< 0.1%
Wheel	14	< 0.1%
No	1	< 0.1%
(Missing)	341176	82.7%

Frequencies of value counts

Unique

Unique	1 ?
Unique (%)	< 0.1%

Histogram of lengths of the category

Length

Max length	19
Median length	3
Mean length	4.56614522
Min length	2

Overview of Unicode Properties

Unique unicode characters	19
Unique unicode categories	3 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
n	896001	47.5%
a	412822	21.9%
o	143470	7.6%
C	71962	3.8%
l	71521	3.8%
t	71507	3.8%
e	71080	3.8%
v	70774	3.8%
i	70774	3.8%
m	1188	0.1%
d	872	< 0.1%
	872	< 0.1%
r	872	< 0.1%
W	153	< 0.1%
h	153	< 0.1%
F	139	< 0.1%
u	139	< 0.1%
S	139	< 0.1%
N	1	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1811173	96.1%
Uppercase Letter	72394	3.8%
Space Separator	872	< 0.1%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
C	71962	99.4%
W	153	0.2%
F	139	0.2%
S	139	0.2%
N	1	< 0.1%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
n	896001	49.5%
a	412822	22.8%
o	143470	7.9%
l	71521	3.9%
t	71507	3.9%
e	71080	3.9%
v	70774	3.9%
i	70774	3.9%
m	1188	0.1%
d	872	< 0.1%
r	872	< 0.1%
h	153	< 0.1%
u	139	< 0.1%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	872	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1883567	> 99.9%
Common	872	< 0.1%

Most frequent Latin characters

Value	Count	Frequency (%)
n	896001	47.6%
a	412822	21.9%
o	143470	7.6%
C	71962	3.8%
l	71521	3.8%
t	71507	3.8%
e	71080	3.8%
v	70774	3.8%
i	70774	3.8%
m	1188	0.1%
d	872	< 0.1%
r	872	< 0.1%
W	153	< 0.1%
h	153	< 0.1%
F	139	< 0.1%
u	139	< 0.1%
S	139	< 0.1%
N	1	< 0.1%

Most frequent Common characters

Value	Count	Frequency (%)
	872	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1884439	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
n	896001	47.5%
a	412822	21.9%
o	143470	7.6%
C	71962	3.8%
l	71521	3.8%
t	71507	3.8%
e	71080	3.8%
v	70774	3.8%
i	70774	3.8%
m	1188	0.1%
d	872	< 0.1%
	872	< 0.1%
r	872	< 0.1%
W	153	< 0.1%
h	153	< 0.1%
F	139	< 0.1%
u	139	< 0.1%
S	139	< 0.1%
N	1	< 0.1%

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

First rows

	SalesID	SalePrice	MachineID	ModelID	datasource	auctioneerID	YearMade	MachineHoursCurrentMeter	UsageBand	saledate	fiModelDesc	fiBaseModel	fiSecondaryDesc	fiModelSeries	fiModelDescriptor	ProductSize	fiProductClassDesc	state	ProductGroup	ProductGroupDesc	Drive_System	Enclosure	Forks	Pad_Type	Ride_Control	Stick	Transmission	Turbocharged	Blade_Extension	Blade_Width	Enclosure_Type	Engine_Horsepower	Hydraulics	Pushblock	Ripper	Scarifier	Tip_Control	Tire_Size	Coupler	Coupler_System	Grouser_Tracks	Hydraulics_Flow	Track_Type	Undercarriage_Pad_Width	Stick_Length	Thumb	Pattern_Changer	Grouser_Type	Backhoe_Mounting	Blade_Type	Travel_Controls	Differential_Type	Steering_Controls
0	1139246	66000.0	999089	3157	121	3.0	2004	68.0	Low	11/16/2006 0:00	521D	521	D	NaN	NaN	NaN	Wheel Loader - 110.0 to 120.0 Horsepower	Alabama	WL	Wheel Loader	NaN	EROPS w AC	None or Unspecified	NaN	None or Unspecified	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2 Valve	NaN	NaN	NaN	NaN	None or Unspecified	None or Unspecified	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	Standard	Conventional
1	1139248	57000.0	117657	77	121	3.0	1996	4640.0	Low	3/26/2004 0:00	950FII	950	F	II	NaN	Medium	Wheel Loader - 150.0 to 175.0 Horsepower	North Carolina	WL	Wheel Loader	NaN	EROPS w AC	None or Unspecified	NaN	None or Unspecified	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2 Valve	NaN	NaN	NaN	NaN	23.5	None or Unspecified	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	Standard	Conventional
2	1139249	10000.0	434808	7009	121	3.0	2001	2838.0	High	2/26/2004 0:00	226	226	NaN	NaN	NaN	NaN	Skid Steer Loader - 1351.0 to 1601.0 Lb Operating Capacity	New York	SSL	Skid Steer Loaders	NaN	OROPS	None or Unspecified	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	Auxiliary	NaN	NaN	NaN	NaN	NaN	None or Unspecified	None or Unspecified	None or Unspecified	Standard	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
3	1139251	38500.0	1026470	332	121	3.0	2001	3486.0	High	5/19/2011 0:00	PC120-6E	PC120	NaN	-6E	NaN	Small	Hydraulic Excavator, Track - 12.0 to 14.0 Metric Tons	Texas	TEX	Track Excavators	NaN	EROPS w AC	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2 Valve	NaN	NaN	NaN	NaN	NaN	None or Unspecified	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
4	1139253	11000.0	1057373	17311	121	3.0	2007	722.0	Medium	7/23/2009 0:00	S175	S175	NaN	NaN	NaN	NaN	Skid Steer Loader - 1601.0 to 1751.0 Lb Operating Capacity	New York	SSL	Skid Steer Loaders	NaN	EROPS	None or Unspecified	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	Auxiliary	NaN	NaN	NaN	NaN	NaN	None or Unspecified	None or Unspecified	None or Unspecified	Standard	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
5	1139255	26500.0	1001274	4605	121	3.0	2004	508.0	Low	12/18/2008 0:00	310G	310	G	NaN	NaN	NaN	Backhoe Loader - 14.0 to 15.0 Ft Standard Digging Depth	Arizona	BL	Backhoe Loaders	Four Wheel Drive	OROPS	None or Unspecified	None or Unspecified	No	Extended	Powershuttle	None or Unspecified	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
6	1139256	21000.0	772701	1937	121	3.0	1993	11540.0	High	8/26/2004 0:00	790ELC	790	E	NaN	LC	Large / Medium	Hydraulic Excavator, Track - 21.0 to 24.0 Metric Tons	Florida	TEX	Track Excavators	NaN	EROPS	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	Standard	NaN	NaN	NaN	NaN	NaN	None or Unspecified	NaN	NaN	NaN	Steel	None or Unspecified	None or Unspecified	None or Unspecified	None or Unspecified	Double	NaN	NaN	NaN	NaN	NaN
7	1139261	27000.0	902002	3539	121	3.0	2001	4883.0	High	11/17/2005 0:00	416D	416	D	NaN	NaN	NaN	Backhoe Loader - 14.0 to 15.0 Ft Standard Digging Depth	Illinois	BL	Backhoe Loaders	Four Wheel Drive	OROPS	None or Unspecified	Reversible	No	Standard	Standard	Yes	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
8	1139272	21500.0	1036251	36003	121	3.0	2008	302.0	Low	8/27/2009 0:00	430HAG	430	HAG	NaN	NaN	Mini	Hydraulic Excavator, Track - 3.0 to 4.0 Metric Tons	Texas	TEX	Track Excavators	NaN	EROPS	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	Auxiliary	NaN	NaN	NaN	NaN	NaN	Manual	NaN	NaN	NaN	Rubber	None or Unspecified	None or Unspecified	None or Unspecified	None or Unspecified	Double	NaN	NaN	NaN	NaN	NaN
9	1139275	65000.0	1016474	3883	121	3.0	1000	20700.0	Medium	8/9/2007 0:00	988B	988	B	NaN	NaN	Large	Wheel Loader - 350.0 to 500.0 Horsepower	Florida	WL	Wheel Loader	NaN	EROPS w AC	None or Unspecified	NaN	None or Unspecified	NaN	NaN	NaN	NaN	NaN	NaN	NaN	2 Valve	NaN	NaN	NaN	NaN	None or Unspecified	None or Unspecified	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	Standard	Conventional

Last rows

	SalesID	SalePrice	MachineID	ModelID	datasource	auctioneerID	YearMade	MachineHoursCurrentMeter	UsageBand	saledate	fiModelDesc	fiBaseModel	fiSecondaryDesc	fiModelSeries	fiModelDescriptor	ProductSize	fiProductClassDesc	state	ProductGroup	ProductGroupDesc	Drive_System	Enclosure	Forks	Pad_Type	Ride_Control	Stick	Transmission	Turbocharged	Blade_Extension	Blade_Width	Enclosure_Type	Engine_Horsepower	Hydraulics	Pushblock	Ripper	Scarifier	Tip_Control	Tire_Size	Coupler	Coupler_System	Grouser_Tracks	Hydraulics_Flow	Track_Type	Undercarriage_Pad_Width	Stick_Length	Thumb	Pattern_Changer	Grouser_Type	Backhoe_Mounting	Blade_Type	Travel_Controls	Differential_Type	Steering_Controls
412688	6333305	11500.0	1800259	21437	149	1.0	2006	NaN	NaN	2/13/2012 0:00	35N	35	N	NaN	NaN	Mini	Hydraulic Excavator, Track - 3.0 to 4.0 Metric Tons	Florida	TEX	Track Excavators	NaN	EROPS	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	Standard	NaN	NaN	NaN	NaN	NaN	None or Unspecified	NaN	NaN	NaN	Steel	None or Unspecified	None or Unspecified	None or Unspecified	None or Unspecified	Double	NaN	NaN	NaN	NaN	NaN
412689	6333314	13000.0	1908162	21437	149	2.0	2006	NaN	NaN	1/28/2012 0:00	35N	35	N	NaN	NaN	Mini	Hydraulic Excavator, Track - 3.0 to 4.0 Metric Tons	Florida	TEX	Track Excavators	NaN	EROPS	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	Auxiliary	NaN	NaN	NaN	NaN	NaN	None or Unspecified	NaN	NaN	NaN	Rubber	None or Unspecified	None or Unspecified	None or Unspecified	None or Unspecified	Double	NaN	NaN	NaN	NaN	NaN
412690	6333330	20500.0	1879923	21446	149	2.0	2006	NaN	NaN	1/28/2012 0:00	55N2	55	N	2	NaN	Mini	Hydraulic Excavator, Track - 5.0 to 6.0 Metric Tons	Florida	TEX	Track Excavators	NaN	EROPS	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	Auxiliary	NaN	NaN	NaN	NaN	NaN	None or Unspecified	NaN	NaN	NaN	Rubber	None or Unspecified	None or Unspecified	None or Unspecified	None or Unspecified	Double	NaN	NaN	NaN	NaN	NaN
412691	6333339	13000.0	1856845	21435	149	2.0	2005	NaN	NaN	1/28/2012 0:00	30NX	30	NX	NaN	NaN	Mini	Hydraulic Excavator, Track - 2.0 to 3.0 Metric Tons	Florida	TEX	Track Excavators	NaN	EROPS	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	Auxiliary	NaN	NaN	NaN	NaN	NaN	None or Unspecified	NaN	NaN	NaN	Rubber	None or Unspecified	None or Unspecified	None or Unspecified	None or Unspecified	Double	NaN	NaN	NaN	NaN	NaN
412692	6333343	10000.0	1799614	21435	149	1.0	2005	NaN	NaN	2/13/2012 0:00	30NX	30	NX	NaN	NaN	Mini	Hydraulic Excavator, Track - 2.0 to 3.0 Metric Tons	Florida	TEX	Track Excavators	NaN	EROPS	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	Standard	NaN	NaN	NaN	NaN	NaN	None or Unspecified	NaN	NaN	NaN	Steel	None or Unspecified	None or Unspecified	None or Unspecified	None or Unspecified	Double	NaN	NaN	NaN	NaN	NaN
412693	6333344	10000.0	1919201	21435	149	2.0	2005	NaN	NaN	3/7/2012 0:00	30NX	30	NX	NaN	NaN	Mini	Hydraulic Excavator, Track - 2.0 to 3.0 Metric Tons	Texas	TEX	Track Excavators	NaN	EROPS	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	Standard	NaN	NaN	NaN	NaN	NaN	None or Unspecified	NaN	NaN	NaN	Steel	None or Unspecified	None or Unspecified	None or Unspecified	None or Unspecified	Double	NaN	NaN	NaN	NaN	NaN
412694	6333345	10500.0	1882122	21436	149	2.0	2005	NaN	NaN	1/28/2012 0:00	30NX2	30	NX	2	NaN	Mini	Hydraulic Excavator, Track - 3.0 to 4.0 Metric Tons	Florida	TEX	Track Excavators	NaN	EROPS	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	Auxiliary	NaN	NaN	NaN	NaN	NaN	None or Unspecified	NaN	NaN	NaN	Steel	None or Unspecified	None or Unspecified	None or Unspecified	None or Unspecified	Double	NaN	NaN	NaN	NaN	NaN
412695	6333347	12500.0	1944213	21435	149	2.0	2005	NaN	NaN	1/28/2012 0:00	30NX	30	NX	NaN	NaN	Mini	Hydraulic Excavator, Track - 2.0 to 3.0 Metric Tons	Florida	TEX	Track Excavators	NaN	EROPS	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	Auxiliary	NaN	NaN	NaN	NaN	NaN	None or Unspecified	NaN	NaN	NaN	Rubber	None or Unspecified	None or Unspecified	None or Unspecified	None or Unspecified	Double	NaN	NaN	NaN	NaN	NaN
412696	6333348	10000.0	1794518	21435	149	2.0	2006	NaN	NaN	3/7/2012 0:00	30NX	30	NX	NaN	NaN	Mini	Hydraulic Excavator, Track - 2.0 to 3.0 Metric Tons	Texas	TEX	Track Excavators	NaN	EROPS	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	Auxiliary	NaN	NaN	NaN	NaN	NaN	None or Unspecified	NaN	NaN	NaN	Rubber	None or Unspecified	None or Unspecified	None or Unspecified	None or Unspecified	Double	NaN	NaN	NaN	NaN	NaN
412697	6333349	13000.0	1944743	21436	149	2.0	2006	NaN	NaN	1/28/2012 0:00	30NX2	30	NX	2	NaN	Mini	Hydraulic Excavator, Track - 3.0 to 4.0 Metric Tons	Florida	TEX	Track Excavators	NaN	EROPS	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	Auxiliary	NaN	NaN	NaN	NaN	NaN	None or Unspecified	NaN	NaN	NaN	Rubber	None or Unspecified	None or Unspecified	None or Unspecified	None or Unspecified	Double	NaN	NaN	NaN	NaN	NaN

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent Uppercase Letter characters

Most frequent Lowercase Letter characters

Most occurring scripts

Most frequent Latin characters

Most occurring blocks

Most frequent ASCII characters

Most occurring characters

Most occurring categories

Most frequent Decimal Number characters

Most frequent Other Punctuation characters

Most frequent Space Separator characters

Most occurring scripts

Most frequent Common characters

Most occurring blocks

Most frequent ASCII characters

Most occurring characters

Most occurring categories

Most frequent Decimal Number characters

Most frequent Uppercase Letter characters

Most frequent Dash Punctuation characters

Most frequent Other Punctuation characters

Most frequent Space Separator characters

Most frequent Math Symbol characters

Most frequent Lowercase Letter characters

Most frequent Open Punctuation characters

Most frequent Close Punctuation characters

Most occurring scripts

Most frequent Common characters

Most frequent Latin characters

Most occurring blocks

Most frequent ASCII characters

Most occurring characters

Most occurring categories

Most frequent Decimal Number characters

Most frequent Uppercase Letter characters

Most frequent Other Punctuation characters

Most frequent Space Separator characters

Most frequent Dash Punctuation characters

Most occurring scripts

Most frequent Common characters

Most frequent Latin characters

Most occurring blocks

Most frequent ASCII characters

Most occurring characters

Most occurring categories

Most frequent Uppercase Letter characters

Most frequent Lowercase Letter characters

Most frequent Space Separator characters

Most frequent Dash Punctuation characters

Most frequent Decimal Number characters

Most frequent Other Punctuation characters

Most occurring scripts

Most frequent Latin characters

Most frequent Common characters

Most occurring blocks

Most frequent ASCII characters

Most occurring characters

Most occurring categories

Most frequent Lowercase Letter characters

Most frequent Uppercase Letter characters

Most frequent Decimal Number characters

Most frequent Other Punctuation characters

Most frequent Math Symbol characters

Most frequent Space Separator characters

Most frequent Open Punctuation characters

Most frequent Close Punctuation characters

Most occurring scripts

Most frequent Latin characters

Most frequent Common characters

Most occurring blocks

Most frequent ASCII characters

Most occurring characters

Most occurring categories

Most frequent Lowercase Letter characters

Most frequent Uppercase Letter characters

Most frequent Space Separator characters